Introduction

This notebook demonstrates the use of offline policy evaluation for MABs.

Objectives

Evaluation:

Evaluate the performance of a MAB using multiple offline policy estimators.

[1]:
import numpy as np
import pandas as pd
from sklearn.preprocessing import MinMaxScaler

from pybandits.cmab import CmabBernoulliCC
from pybandits.offline_policy_evaluator import OfflinePolicyEvaluator

%load_ext autoreload
%autoreload 2
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pydantic/_migration.py:283: UserWarning: `pydantic.generics:GenericModel` has been moved to `pydantic.BaseModel`.
  warnings.warn(f'`{import_path}` has been moved to `{new_location}`.')
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html
  from .autonotebook import tqdm as notebook_tqdm

Generate data

We first generate a binarly labeled data set, with a two dimensional feature space, and is not lineraly seprabale. We then split the data set to a training data setm and a test data set.

[2]:
n_samples = 1000
n_actions = 2
n_batches = 3
n_rewards = 1
n_groups = 2
n_features = 3
[3]:
unique_actions = [f"a{i}" for i in range(n_actions)]
action_ids = np.random.choice(unique_actions, n_samples * n_batches)
batches = [i for i in range(n_batches) for _ in range(n_samples)]
rewards = [np.random.randint(2, size=(n_samples * n_batches)) for _ in range(n_rewards)]
action_true_rewards = {(a, r): np.random.rand() for a in unique_actions for r in range(n_rewards)}
true_rewards = [
    np.array([action_true_rewards[(a, r)] for a in action_ids]).reshape(n_samples * n_batches) for r in range(n_rewards)
]
groups = np.random.randint(n_groups, size=n_samples * n_batches)
action_costs = {action: np.random.rand() for action in unique_actions}
costs = np.array([action_costs[a] for a in action_ids])
context = np.random.rand(n_samples * n_batches, n_features)
action_propensity_score = {action: np.random.rand() for action in unique_actions}
propensity_score = np.array([action_propensity_score[a] for a in action_ids])
df = pd.DataFrame(
    {
        "batch": batches,
        "action_id": action_ids,
        "cost": costs,
        "group": groups,
        **{f"reward_{r}": rewards[r] for r in range(n_rewards)},
        **{f"true_reward_{r}": true_rewards[r] for r in range(n_rewards)},
        **{f"context_{i}": context[:, i] for i in range(n_features)},
        "propensity_score": propensity_score,
    }
)
contextual_features = [col for col in df.columns if col.startswith("context")]

Generate Model

Using the cold_start method of CmabBernoulliCC, we can create a model to be used for offline policy evaluation.

[4]:
action_ids_cost = {action_id: df["cost"][df["action_id"] == action_id].iloc[0] for action_id in unique_actions}

mab = CmabBernoulliCC.cold_start(action_ids_cost=action_ids_cost, n_features=len(contextual_features))

OPE

Given the model and the OPE data from the logging policy, we can either evaluate the model using the logging policy, or update it with the logging policy data prior to the evaluation.

[ ]:

[5]:
evaluator = OfflinePolicyEvaluator(
    logged_data=df,
    split_prop=0.5,
    n_trials=10,
    fast_fit=True,
    scaler=MinMaxScaler(),
    ope_estimators=None,
    verbose=True,
    propensity_score_model_type="batch_empirical",
    expected_reward_model_type="gbm",
    importance_weights_model_type="logreg",
    batch_feature="batch",
    action_feature="action_id",
    reward_feature="reward_0",
    true_reward_feature="true_reward_0",
    contextual_features=contextual_features,
    group_feature="group",
    cost_feature="cost",
    propensity_score_feature="propensity_score",
)
100%|██████████| 2/2 [00:00<00:00, 300.53it/s]
2025-06-23 11:47:13.879 | INFO     | pybandits.offline_policy_evaluator:_estimate_propensity_score:736 - Data batch-empirical estimation of propensity score.
2025-06-23 11:47:13.887 | INFO     | pybandits.offline_policy_evaluator:_estimate_expected_reward:786 - Data prediction of expected reward based on gbm model.
[6]:
evaluator.evaluate(mab=mab, visualize=True, n_mc_experiments=1000)
2025-06-23 11:47:14.228 | INFO     | pybandits.offline_policy_evaluator:estimate_policy:882 - Data prediction of expected policy based on Monte Carlo experiments.
0it [00:00, ?it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pytensor/link/c/cmodule.py:2968: UserWarning: PyTensor could not link to a BLAS installation. Operations that might benefit from BLAS will be severely degraded.
This usually happens when PyTensor is installed via pip. We recommend it be installed via conda/mamba/pixi instead.
Alternatively, you can use an experimental backend such as Numba or JAX that perform their own BLAS optimizations, by setting `pytensor.config.mode == 'NUMBA'` or passing `mode='NUMBA'` when compiling a PyTensor function.
For more options and details see https://pytensor.readthedocs.io/en/latest/troubleshooting.html#how-do-i-configure-test-my-blas-library
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
1it [00:01,  1.52s/it]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
2it [00:01,  1.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pytensor/link/c/cmodule.py:2968: UserWarning: PyTensor could not link to a BLAS installation. Operations that might benefit from BLAS will be severely degraded.
This usually happens when PyTensor is installed via pip. We recommend it be installed via conda/mamba/pixi instead.
Alternatively, you can use an experimental backend such as Numba or JAX that perform their own BLAS optimizations, by setting `pytensor.config.mode == 'NUMBA'` or passing `mode='NUMBA'` when compiling a PyTensor function.
For more options and details see https://pytensor.readthedocs.io/en/latest/troubleshooting.html#how-do-i-configure-test-my-blas-library
  warnings.warn(
3it [00:02,  1.79it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
4it [00:02,  2.52it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
5it [00:02,  3.08it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
7it [00:02,  4.36it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
8it [00:02,  4.60it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
9it [00:03,  5.12it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
10it [00:03,  4.93it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pytensor/link/c/cmodule.py:2968: UserWarning: PyTensor could not link to a BLAS installation. Operations that might benefit from BLAS will be severely degraded.
This usually happens when PyTensor is installed via pip. We recommend it be installed via conda/mamba/pixi instead.
Alternatively, you can use an experimental backend such as Numba or JAX that perform their own BLAS optimizations, by setting `pytensor.config.mode == 'NUMBA'` or passing `mode='NUMBA'` when compiling a PyTensor function.
For more options and details see https://pytensor.readthedocs.io/en/latest/troubleshooting.html#how-do-i-configure-test-my-blas-library
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
11it [00:03,  5.42it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
12it [00:03,  6.12it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
13it [00:03,  6.56it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
14it [00:03,  6.95it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
15it [00:03,  7.60it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
16it [00:03,  7.22it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
17it [00:04,  7.86it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
18it [00:04,  7.88it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pytensor/link/c/cmodule.py:2968: UserWarning: PyTensor could not link to a BLAS installation. Operations that might benefit from BLAS will be severely degraded.
This usually happens when PyTensor is installed via pip. We recommend it be installed via conda/mamba/pixi instead.
Alternatively, you can use an experimental backend such as Numba or JAX that perform their own BLAS optimizations, by setting `pytensor.config.mode == 'NUMBA'` or passing `mode='NUMBA'` when compiling a PyTensor function.
For more options and details see https://pytensor.readthedocs.io/en/latest/troubleshooting.html#how-do-i-configure-test-my-blas-library
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
19it [00:04,  7.77it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
20it [00:04,  7.97it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
22it [00:04, 10.43it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
24it [00:04,  9.40it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
26it [00:04, 11.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
28it [00:05,  9.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
30it [00:05, 11.37it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
32it [00:05,  8.88it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
34it [00:05, 10.48it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
36it [00:06,  9.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
38it [00:06, 11.05it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
40it [00:06,  9.99it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
42it [00:06,  9.26it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
44it [00:06, 10.75it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
46it [00:06,  9.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
48it [00:07, 11.14it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
50it [00:07, 10.04it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
52it [00:07, 11.21it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
54it [00:07, 10.10it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
56it [00:07, 11.00it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
58it [00:08,  9.93it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
60it [00:08, 11.53it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
62it [00:08,  9.90it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
65it [00:08,  9.81it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
67it [00:08, 10.47it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
69it [00:09,  9.76it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
71it [00:09, 10.96it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
73it [00:09,  9.97it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
75it [00:09, 11.21it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
77it [00:09, 10.06it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
79it [00:10, 11.45it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
81it [00:10, 10.00it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
83it [00:10, 11.59it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
85it [00:10,  9.74it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
88it [00:10, 10.82it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
90it [00:11, 10.86it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
92it [00:11, 10.88it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
94it [00:11, 10.79it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
96it [00:11, 10.81it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
98it [00:11, 10.63it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
100it [00:12,  8.87it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
103it [00:12, 11.24it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
105it [00:12, 10.27it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
107it [00:12, 11.39it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
109it [00:12, 10.31it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
111it [00:13,  8.74it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
114it [00:13, 10.51it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
116it [00:13, 10.47it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
118it [00:13, 10.59it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
120it [00:14, 10.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
122it [00:14, 10.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
124it [00:14, 10.36it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
126it [00:14,  9.77it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
128it [00:14, 10.89it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
130it [00:15, 10.04it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
132it [00:15, 11.02it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
134it [00:15,  9.89it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
136it [00:15,  8.65it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
139it [00:15, 10.35it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
141it [00:16, 10.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
143it [00:16, 10.50it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
145it [00:16, 10.90it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
147it [00:16, 10.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
149it [00:16, 11.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
151it [00:17, 10.69it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
153it [00:17, 11.05it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
155it [00:17, 10.40it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
157it [00:17, 11.22it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
159it [00:17,  9.56it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
161it [00:17, 10.30it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
163it [00:18, 10.00it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
165it [00:18, 10.53it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
167it [00:18, 10.06it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
169it [00:18, 10.98it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
171it [00:18, 10.15it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
173it [00:19, 10.48it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
175it [00:19, 10.24it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
177it [00:19, 10.77it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
179it [00:19, 10.37it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
181it [00:19, 11.07it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
183it [00:20, 10.15it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
185it [00:20,  8.79it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
188it [00:20, 10.43it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
190it [00:20, 10.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
192it [00:20, 10.66it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
194it [00:21, 10.95it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
196it [00:21,  8.63it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
199it [00:21, 11.08it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
201it [00:21, 10.38it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
203it [00:22, 11.19it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
205it [00:22, 10.33it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
207it [00:22,  9.21it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
209it [00:22, 10.82it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
211it [00:22,  9.68it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
213it [00:22, 11.39it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
215it [00:23,  9.85it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
217it [00:23, 11.56it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
219it [00:23, 10.00it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
221it [00:23, 11.72it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
223it [00:23, 10.00it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
226it [00:24, 10.53it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
228it [00:24, 11.03it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
230it [00:24, 10.66it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
232it [00:24, 11.01it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
234it [00:24, 10.52it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
236it [00:25, 11.37it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
238it [00:25, 10.35it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
240it [00:25, 11.45it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
242it [00:25,  9.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
245it [00:26,  9.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
248it [00:26, 11.99it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
250it [00:26, 10.02it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
252it [00:26,  8.80it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
255it [00:26, 11.05it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
257it [00:27, 10.56it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
259it [00:27, 10.94it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
261it [00:27, 10.71it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
263it [00:27, 10.94it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
265it [00:27, 10.82it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
267it [00:28,  9.09it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
270it [00:28, 11.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
272it [00:28, 10.04it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
274it [00:28,  8.65it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
277it [00:29, 11.49it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
279it [00:29, 10.23it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
281it [00:29, 11.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
283it [00:29, 10.00it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
286it [00:30,  9.50it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
289it [00:30, 12.29it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
291it [00:30, 10.57it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
293it [00:30, 11.81it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
295it [00:30, 10.42it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
297it [00:30, 11.47it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
299it [00:31, 10.63it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
301it [00:31, 11.34it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
303it [00:31, 10.50it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
305it [00:31, 11.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
307it [00:31, 10.79it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
309it [00:32, 11.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
311it [00:32,  9.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
313it [00:32,  9.61it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
315it [00:32, 10.15it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
317it [00:32, 10.30it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
319it [00:33, 10.57it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
321it [00:33, 10.62it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
323it [00:33, 11.12it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
325it [00:33,  8.98it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
328it [00:34,  9.88it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
330it [00:34, 11.22it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
332it [00:34, 10.04it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
334it [00:34, 11.61it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
336it [00:34, 10.01it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
338it [00:34, 11.59it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
340it [00:35,  9.62it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
343it [00:35,  9.43it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
345it [00:35, 10.69it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
347it [00:35,  9.79it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
349it [00:35, 10.95it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
351it [00:36, 10.21it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
353it [00:36, 11.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
355it [00:36, 10.43it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
357it [00:36, 11.24it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
359it [00:36, 10.37it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
361it [00:37, 11.20it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
363it [00:37, 10.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
365it [00:37, 11.36it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
367it [00:37, 10.34it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
369it [00:37, 11.27it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
371it [00:38, 10.06it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
373it [00:38, 11.45it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
375it [00:38, 10.27it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
377it [00:38, 11.52it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
379it [00:38, 10.39it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
381it [00:39,  8.74it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
384it [00:39, 10.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
386it [00:39, 10.48it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
388it [00:39, 10.82it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
390it [00:39, 10.68it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
392it [00:40,  8.93it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
394it [00:40, 10.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
396it [00:40,  9.92it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
398it [00:40, 10.26it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
400it [00:40, 10.47it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
402it [00:41, 10.69it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
404it [00:41, 10.88it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
406it [00:41, 10.06it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
408it [00:41, 10.87it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
410it [00:41, 10.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
412it [00:42,  8.97it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
415it [00:42, 10.30it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
417it [00:42, 10.10it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
419it [00:42, 10.61it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
421it [00:42, 10.36it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
423it [00:43, 10.94it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
425it [00:43, 10.57it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
427it [00:43, 11.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
429it [00:43, 10.71it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
431it [00:43, 11.44it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
433it [00:43, 10.78it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
435it [00:44, 11.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
437it [00:44, 10.70it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
439it [00:44, 11.43it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
441it [00:44, 10.73it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
443it [00:44, 11.34it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
445it [00:45, 10.52it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
447it [00:45, 11.40it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
449it [00:45, 10.29it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
451it [00:45, 11.61it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
453it [00:45, 10.08it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
455it [00:46,  9.53it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
457it [00:46, 10.68it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
459it [00:46,  9.87it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
461it [00:46, 10.88it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
463it [00:46, 10.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
465it [00:47,  9.13it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
468it [00:47, 10.82it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
470it [00:47,  9.91it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
472it [00:47, 11.12it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
474it [00:47, 10.28it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
476it [00:48, 10.95it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
478it [00:48,  9.84it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
480it [00:48,  9.25it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
482it [00:48, 10.83it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
484it [00:48,  9.60it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
486it [00:49, 10.30it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
488it [00:49,  9.86it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
490it [00:49, 10.81it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
492it [00:49, 10.07it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
494it [00:49, 11.14it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
496it [00:50, 10.29it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
498it [00:50, 11.30it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
500it [00:50, 10.14it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
502it [00:50, 11.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
504it [00:50, 10.21it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
506it [00:50, 11.77it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
508it [00:51, 10.07it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
510it [00:51, 11.73it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
512it [00:51, 10.19it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
514it [00:51, 11.56it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
516it [00:51, 10.23it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
518it [00:52, 11.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
520it [00:52,  9.71it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
522it [00:52, 10.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
524it [00:52, 10.42it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
526it [00:52, 10.45it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
528it [00:53, 10.63it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
530it [00:53, 10.79it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
532it [00:53,  9.62it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
534it [00:53,  9.52it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
536it [00:53, 10.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
538it [00:54,  9.94it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
540it [00:54, 10.88it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
542it [00:54, 10.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
544it [00:54, 10.97it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
546it [00:54,  9.68it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
548it [00:55,  9.63it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
550it [00:55, 10.37it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
552it [00:55,  9.22it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
555it [00:55,  9.70it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
557it [00:55, 10.84it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
559it [00:56,  9.89it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
561it [00:56, 11.31it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
563it [00:56, 10.08it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
565it [00:56, 11.66it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
567it [00:56, 10.15it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
569it [00:56, 11.51it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
571it [00:57, 10.29it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
573it [00:57, 11.49it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
575it [00:57,  9.95it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
577it [00:57, 11.61it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
579it [00:57,  9.98it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
582it [00:58, 12.42it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
584it [00:58, 10.63it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
586it [00:58, 11.73it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
588it [00:58, 10.56it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
590it [00:58, 11.46it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
592it [00:59,  9.98it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
594it [00:59,  9.47it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
596it [00:59, 10.56it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
598it [00:59, 10.05it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
600it [00:59, 10.62it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
602it [01:00, 10.36it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
604it [01:00, 11.05it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
606it [01:00,  9.01it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
609it [01:00, 10.77it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
611it [01:00, 10.65it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
613it [01:01, 10.97it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
615it [01:01, 10.89it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
617it [01:01, 10.74it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
619it [01:01, 11.24it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
621it [01:02,  9.00it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
623it [01:02,  9.50it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
625it [01:02, 10.46it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
627it [01:02, 10.21it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
629it [01:02, 10.69it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
631it [01:02, 10.39it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
633it [01:03, 11.07it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
635it [01:03, 10.48it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
637it [01:03, 11.23it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
639it [01:03, 10.21it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
641it [01:03, 11.28it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
643it [01:04, 10.28it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
645it [01:04, 11.47it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
647it [01:04, 10.37it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
649it [01:04, 11.62it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
651it [01:04, 10.36it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
653it [01:04, 11.60it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
655it [01:05, 10.36it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
657it [01:05, 11.54it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
659it [01:05,  9.16it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
661it [01:05, 10.65it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
663it [01:05,  9.64it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
665it [01:06, 11.16it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
667it [01:06, 10.06it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
669it [01:06, 11.44it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
671it [01:06,  9.93it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
673it [01:06,  9.50it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
675it [01:07, 10.51it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
677it [01:07,  9.92it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
679it [01:07, 11.04it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
681it [01:07, 10.16it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
683it [01:07, 11.23it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
685it [01:08, 10.33it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
687it [01:08, 11.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
689it [01:08,  9.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
691it [01:08,  8.86it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
693it [01:08, 10.50it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
695it [01:09,  9.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
697it [01:09, 11.01it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
699it [01:09,  9.79it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
701it [01:09, 11.31it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
703it [01:09,  9.87it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
706it [01:09, 12.48it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
708it [01:10, 10.02it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
711it [01:10, 10.30it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
713it [01:10, 11.72it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
715it [01:10, 10.14it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
718it [01:11, 11.77it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
720it [01:11, 10.14it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
723it [01:11, 10.59it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
725it [01:11, 11.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
727it [01:11, 10.56it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
729it [01:12, 11.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
731it [01:12,  9.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
733it [01:12, 10.72it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
735it [01:12,  9.96it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
737it [01:12, 10.84it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
739it [01:13, 10.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
741it [01:13, 11.06it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
743it [01:13, 10.39it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
745it [01:13,  9.80it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
747it [01:13, 10.53it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
749it [01:14, 10.20it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
751it [01:14, 10.94it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
753it [01:14, 10.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
755it [01:14, 11.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
757it [01:14, 10.41it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
759it [01:15,  9.85it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
761it [01:15, 10.13it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
763it [01:15,  9.09it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
765it [01:15,  9.87it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
767it [01:15,  9.71it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
769it [01:16, 10.39it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
771it [01:16, 10.05it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
773it [01:16, 10.72it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
775it [01:16, 10.40it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
777it [01:16, 11.10it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
779it [01:17, 10.70it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
781it [01:17, 10.96it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
783it [01:17, 10.55it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
785it [01:17, 11.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
787it [01:17, 10.61it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
789it [01:17, 11.34it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
791it [01:18, 10.68it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
793it [01:18, 11.31it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
795it [01:18, 10.73it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
797it [01:18, 11.19it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
799it [01:18, 10.56it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
801it [01:19,  9.63it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
803it [01:19, 10.84it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
805it [01:19,  9.90it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
807it [01:19, 11.27it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
809it [01:19, 10.04it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
811it [01:19, 11.46it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
813it [01:20,  9.85it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
815it [01:20,  9.37it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
817it [01:20, 10.53it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
819it [01:20,  9.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
821it [01:20, 11.13it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
823it [01:21,  9.74it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
825it [01:21, 11.23it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
827it [01:21,  9.76it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
830it [01:21,  9.11it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
833it [01:22,  9.44it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
836it [01:22, 11.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
838it [01:22, 10.01it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
840it [01:22, 11.35it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
842it [01:23, 10.13it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
844it [01:23, 11.46it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
846it [01:23, 10.13it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
848it [01:23, 11.54it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
850it [01:23, 10.19it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
852it [01:23, 11.78it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
854it [01:24, 10.13it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
857it [01:24, 10.11it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
860it [01:24, 12.00it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
862it [01:24, 10.60it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
864it [01:25, 11.63it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
866it [01:25, 10.53it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
868it [01:25, 11.51it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
870it [01:25, 10.57it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
872it [01:25,  8.88it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
875it [01:26, 11.38it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
877it [01:26, 10.47it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
879it [01:26, 11.40it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
881it [01:26, 10.51it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
883it [01:26, 11.44it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
885it [01:27,  9.65it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
887it [01:27,  9.35it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
889it [01:27, 10.47it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
891it [01:27,  9.94it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
893it [01:27, 10.93it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
895it [01:28, 10.29it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
897it [01:28, 10.25it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
899it [01:28, 10.51it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
901it [01:28, 11.10it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
903it [01:28,  9.14it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
905it [01:29,  9.33it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
907it [01:29, 10.02it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
909it [01:29, 10.09it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
911it [01:29, 10.72it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
913it [01:29, 10.21it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
915it [01:30, 10.78it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
917it [01:30, 10.57it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
919it [01:30, 11.09it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
921it [01:30, 10.74it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
923it [01:30, 11.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
925it [01:30, 10.62it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
927it [01:31, 11.01it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
929it [01:31, 10.73it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
931it [01:31, 10.90it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
933it [01:31, 10.96it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
935it [01:31, 10.91it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
937it [01:32, 10.89it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
939it [01:32, 11.07it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
941it [01:32, 10.02it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
943it [01:32, 10.96it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
945it [01:32, 10.20it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
947it [01:32, 11.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
949it [01:33, 10.38it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
951it [01:33, 11.41it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
953it [01:33,  9.12it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
955it [01:33,  9.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
957it [01:33, 10.86it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
959it [01:34,  9.64it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
961it [01:34, 11.33it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
963it [01:34,  9.83it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
965it [01:34,  9.41it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
967it [01:34, 10.22it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
969it [01:35, 10.08it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
971it [01:35, 10.51it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
973it [01:35, 10.21it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
975it [01:35, 10.88it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
977it [01:35, 10.59it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
979it [01:36, 10.97it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
981it [01:36, 10.76it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
983it [01:36, 10.91it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
985it [01:36, 10.92it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
987it [01:36, 10.83it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
989it [01:37, 10.98it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
991it [01:37, 10.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
993it [01:37, 10.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
995it [01:37, 10.60it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
997it [01:37, 11.05it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
999it [01:37, 11.29it/s]Sampling: [bias_0, out, weight_0]
1000it [01:38, 10.20it/s]
2025-06-23 11:48:52.451 | INFO     | pybandits.offline_policy_evaluator:_estimate_importance_weight:825 - Data prediction of importance weights based on logreg model.
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pytensor/link/c/cmodule.py:2968: UserWarning: PyTensor could not link to a BLAS installation. Operations that might benefit from BLAS will be severely degraded.
This usually happens when PyTensor is installed via pip. We recommend it be installed via conda/mamba/pixi instead.
Alternatively, you can use an experimental backend such as Numba or JAX that perform their own BLAS optimizations, by setting `pytensor.config.mode == 'NUMBA'` or passing `mode='NUMBA'` when compiling a PyTensor function.
For more options and details see https://pytensor.readthedocs.io/en/latest/troubleshooting.html#how-do-i-configure-test-my-blas-library
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
2025-06-23 11:48:53.876 | INFO     | pybandits.offline_policy_evaluator:evaluate:955 - Offline Policy Evaluation for reward_0.
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/scipy/stats/_resampling.py:147: RuntimeWarning: invalid value encountered in scalar divide
  a_hat = 1/6 * sum(nums) / sum(dens)**(3/2)
/home/runner/work/pybandits/pybandits/pybandits/offline_policy_estimator.py:116: DegenerateDataWarning: The BCa confidence interval cannot be calculated. This problem is known to occur when the distribution is degenerate or the statistic is np.min.
  bootstrap_result = bootstrap(
Loading BokehJS ...
[6]:
value lower upper std estimator objective
0 0.482110 0.449415 0.514728 0.016577 b-ipw reward_0
1 0.499405 0.494035 0.504717 0.002731 dm reward_0
2 0.482149 0.450259 0.514427 0.016506 dr reward_0
3 0.499405 0.493930 0.504656 0.002755 dros-opt reward_0
4 0.482149 0.450149 0.514085 0.016288 dros-pess reward_0
5 0.482108 0.449363 0.515210 0.016921 ipw reward_0
6 0.000000 NaN NaN 0.000000 rep reward_0
7 0.482150 0.449963 0.514989 0.016348 sndr reward_0
8 0.482092 0.449853 0.514903 0.016805 snips reward_0
9 0.482149 0.449694 0.513746 0.016271 sg-dr reward_0
10 0.482108 0.449073 0.514442 0.016749 sg-ipw reward_0
11 0.499405 0.494012 0.504644 0.002730 switch-dr reward_0
[7]:
evaluator.update_and_evaluate(mab=mab, visualize=True, n_mc_experiments=1000)
2025-06-23 11:48:55.049 | INFO     | pybandits.offline_policy_evaluator:_update_mab:1034 - Offline policy update for <class 'pybandits.cmab.CmabBernoulliCC'>.
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Initializing NUTS using adapt_diag...
Sequential sampling (2 chains in 1 job)
NUTS: [weight_0, bias_0]
Sampling 2 chains for 500 tune and 1_000 draw iterations (1_000 + 2_000 draws total) took 1 seconds.
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/arviz/stats/diagnostics.py:596: RuntimeWarning: invalid value encountered in scalar divide
  (between_chain_variance / within_chain_variance + num_samples - 1) / (num_samples)
There were 2000 divergences after tuning. Increase `target_accept` or reparameterize.
We recommend running at least 4 chains for robust computation of convergence diagnostics
The rhat statistic is larger than 1.01 for some parameters. This indicates problems during sampling. See https://arxiv.org/abs/1903.08008 for details
The effective sample size per chain is smaller than 100 for some parameters.  A higher number is needed for reliable rhat and ess computation. See https://arxiv.org/abs/1903.08008 for details
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Initializing NUTS using adapt_diag...
Sequential sampling (2 chains in 1 job)
NUTS: [weight_0, bias_0]
Sampling 2 chains for 500 tune and 1_000 draw iterations (1_000 + 2_000 draws total) took 7 seconds.
We recommend running at least 4 chains for robust computation of convergence diagnostics
2025-06-23 11:49:06.332 | INFO     | pybandits.offline_policy_evaluator:estimate_policy:882 - Data prediction of expected policy based on Monte Carlo experiments.
0it [00:00, ?it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
1it [00:01,  1.15s/it]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
2it [00:01,  1.65it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
3it [00:01,  2.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
5it [00:01,  3.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
6it [00:02,  4.37it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
7it [00:02,  4.85it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
8it [00:02,  5.05it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
9it [00:02,  5.51it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
11it [00:02,  6.14it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
12it [00:02,  6.66it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
13it [00:02,  7.09it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
14it [00:03,  6.06it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
15it [00:03,  6.30it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
16it [00:03,  5.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
18it [00:03,  7.48it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
19it [00:03,  6.77it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
21it [00:04,  8.04it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
23it [00:04,  8.99it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
24it [00:04,  8.31it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
26it [00:04,  9.38it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
28it [00:04,  9.30it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
30it [00:04, 10.16it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
32it [00:05,  9.80it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
34it [00:05, 10.49it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
36it [00:05, 10.11it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
38it [00:05, 10.42it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
40it [00:05, 10.47it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
42it [00:06, 10.57it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
44it [00:06,  9.65it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
45it [00:06,  9.48it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
48it [00:06, 10.30it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
50it [00:06, 11.08it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
52it [00:07,  8.65it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
55it [00:07, 11.16it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
57it [00:07, 10.07it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
59it [00:07, 10.86it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
61it [00:08, 10.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
63it [00:08, 10.95it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
65it [00:08, 10.40it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
67it [00:08, 10.98it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
69it [00:08, 10.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
71it [00:08, 11.13it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
73it [00:09,  9.96it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
75it [00:09, 11.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
77it [00:09,  9.99it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
79it [00:09, 11.21it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
81it [00:09, 10.16it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
83it [00:10, 10.97it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
85it [00:10,  9.83it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
87it [00:10,  9.61it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
89it [00:10, 10.24it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
91it [00:10,  9.91it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
93it [00:11, 10.84it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
95it [00:11, 10.13it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
97it [00:11,  8.86it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
98it [00:11,  9.03it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
101it [00:11,  9.77it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
104it [00:12, 12.55it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
106it [00:12,  9.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
109it [00:12, 10.15it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
111it [00:12, 11.35it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
113it [00:13, 10.22it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
115it [00:13, 11.23it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
117it [00:13,  9.15it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
120it [00:13,  9.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
123it [00:13, 12.21it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
125it [00:14,  9.69it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
127it [00:14,  9.35it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
129it [00:14, 10.38it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
131it [00:14,  9.88it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
133it [00:15, 10.68it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
135it [00:15, 10.19it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
137it [00:15, 10.76it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
139it [00:15, 10.25it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
141it [00:15, 10.99it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
143it [00:15, 10.10it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
145it [00:16, 11.16it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
147it [00:16, 10.06it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
149it [00:16, 11.21it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
151it [00:16, 10.14it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
153it [00:16, 11.36it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
155it [00:17, 10.01it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
157it [00:17, 10.60it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
159it [00:17,  9.23it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
161it [00:17, 11.00it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
163it [00:17,  9.56it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
166it [00:18, 10.16it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
168it [00:18, 10.04it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
170it [00:18, 10.15it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
172it [00:18, 10.29it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
174it [00:18, 10.40it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
176it [00:19, 10.46it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
178it [00:19, 10.72it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
180it [00:19, 10.40it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
182it [00:19, 10.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
184it [00:19, 10.47it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
186it [00:20, 10.96it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
188it [00:20,  8.78it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
190it [00:20, 10.44it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
192it [00:20,  9.50it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
194it [00:20, 10.78it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
196it [00:21,  9.23it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
198it [00:21, 10.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
200it [00:21,  9.36it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
203it [00:21, 10.10it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
205it [00:22, 10.31it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
207it [00:22, 10.49it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
209it [00:22, 10.43it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
211it [00:22, 10.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
213it [00:22, 10.47it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
215it [00:22, 10.85it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
217it [00:23, 10.22it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
219it [00:23, 11.14it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
221it [00:23, 10.34it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
223it [00:23, 11.01it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
225it [00:23, 10.29it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
227it [00:24, 11.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
229it [00:24, 10.31it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
231it [00:24, 11.19it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
233it [00:24, 10.01it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
235it [00:24,  9.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
237it [00:25, 10.72it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
239it [00:25,  9.76it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
241it [00:25, 11.29it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
243it [00:25,  9.79it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
245it [00:25, 10.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
247it [00:26,  9.68it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
249it [00:26, 10.44it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
251it [00:26, 10.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
253it [00:26, 10.60it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
255it [00:26, 10.37it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
257it [00:27, 10.83it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
259it [00:27, 10.54it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
261it [00:27, 11.03it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
263it [00:27, 10.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
265it [00:27,  8.83it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
267it [00:27, 10.43it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
269it [00:28,  9.40it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
272it [00:28,  8.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
275it [00:28, 10.73it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
277it [00:29,  9.84it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
279it [00:29, 10.97it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
281it [00:29,  9.85it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
283it [00:29, 11.04it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
285it [00:29,  9.94it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
287it [00:29, 11.15it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
289it [00:30, 10.15it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
291it [00:30, 11.12it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
293it [00:30, 10.24it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
295it [00:30, 11.14it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
297it [00:30, 10.36it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
299it [00:31, 11.09it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
301it [00:31, 10.46it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
303it [00:31, 11.43it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
305it [00:31,  9.49it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
307it [00:31,  9.49it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
309it [00:32, 10.41it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
311it [00:32,  9.89it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
313it [00:32, 10.73it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
315it [00:32, 10.54it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
317it [00:32,  9.78it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
319it [00:33,  9.59it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
321it [00:33, 10.51it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
323it [00:33, 10.02it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
325it [00:33, 10.59it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
327it [00:33, 10.23it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
329it [00:34, 10.86it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
331it [00:34, 10.29it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
333it [00:34, 10.71it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
335it [00:34, 10.45it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
337it [00:34,  9.73it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
338it [00:34,  9.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
340it [00:35,  9.97it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
342it [00:35, 10.00it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
344it [00:35,  9.84it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
345it [00:35,  9.06it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
347it [00:35, 10.33it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
349it [00:36,  9.89it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
351it [00:36, 10.87it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
353it [00:36, 10.21it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
355it [00:36, 11.09it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
357it [00:36, 10.07it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
359it [00:36, 11.12it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
361it [00:37, 10.20it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
363it [00:37, 11.23it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
365it [00:37, 10.31it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
367it [00:37, 11.08it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
369it [00:37, 10.23it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
371it [00:38, 11.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
373it [00:38, 10.16it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
375it [00:38, 11.21it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
377it [00:38, 10.24it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
379it [00:38,  9.87it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
381it [00:39, 10.81it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
383it [00:39, 10.14it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
385it [00:39, 10.99it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
387it [00:39, 10.40it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
389it [00:39,  8.92it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
391it [00:40, 10.12it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
393it [00:40,  9.73it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
395it [00:40, 10.77it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
397it [00:40, 10.03it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
399it [00:40, 11.05it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
401it [00:41, 10.18it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
403it [00:41, 11.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
405it [00:41,  9.99it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
407it [00:41, 11.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
409it [00:41,  9.13it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
412it [00:42,  9.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
415it [00:42, 11.40it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
417it [00:42,  9.79it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
419it [00:42,  8.91it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
422it [00:43, 10.89it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
424it [00:43,  9.85it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
426it [00:43, 11.04it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
428it [00:43, 10.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
430it [00:43, 10.97it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
432it [00:44, 10.33it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
434it [00:44, 10.74it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
436it [00:44, 10.62it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
438it [00:44, 10.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
440it [00:44, 10.66it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
442it [00:44, 10.69it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
444it [00:45, 10.83it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
446it [00:45, 10.25it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
448it [00:45, 11.07it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
450it [00:45,  9.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
452it [00:45, 10.46it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
454it [00:46,  9.35it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
457it [00:46,  9.19it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
460it [00:46, 11.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
462it [00:46, 10.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
464it [00:47,  8.59it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
467it [00:47, 11.44it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
469it [00:47,  9.96it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
472it [00:48,  9.49it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
474it [00:48, 10.92it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
476it [00:48,  9.85it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
478it [00:48, 11.19it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
480it [00:48, 10.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
482it [00:48, 11.37it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
484it [00:49, 10.81it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
486it [00:49, 10.59it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
488it [00:49, 10.87it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
490it [00:49, 10.37it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
492it [00:49, 11.01it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
494it [00:50,  8.92it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
496it [00:50,  9.44it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
498it [00:50,  9.76it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
500it [00:50, 10.16it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
502it [00:50, 10.10it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
504it [00:51, 10.31it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
506it [00:51, 10.33it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
508it [00:51, 10.68it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
510it [00:51, 10.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
512it [00:51, 10.84it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
514it [00:51, 10.78it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
516it [00:52, 10.91it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
518it [00:52, 10.76it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
520it [00:52, 10.70it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
522it [00:52, 11.29it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
524it [00:53,  8.83it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
527it [00:53,  9.90it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
529it [00:53, 10.64it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
531it [00:53, 10.08it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
533it [00:53, 10.89it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
535it [00:54, 10.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
537it [00:54, 10.99it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
539it [00:54,  9.25it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
542it [00:54,  9.35it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
544it [00:54, 10.64it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
546it [00:55,  9.54it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
548it [00:55, 11.15it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
550it [00:55,  9.72it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
552it [00:55, 11.43it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
554it [00:55,  9.61it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
556it [00:56, 11.12it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
558it [00:56,  9.99it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
560it [00:56, 11.03it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
562it [00:56, 10.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
564it [00:56, 10.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
566it [00:57,  9.98it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
568it [00:57,  9.08it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
570it [00:57, 10.83it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
572it [00:57,  9.19it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
575it [00:57, 10.43it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
577it [00:58, 10.84it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
579it [00:58, 10.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
581it [00:58, 11.13it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
583it [00:58, 10.06it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
585it [00:58, 11.33it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
587it [00:59,  9.84it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
589it [00:59, 11.49it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
591it [00:59, 10.06it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
593it [00:59, 11.42it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
595it [00:59,  9.02it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
597it [01:00, 10.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
599it [01:00,  9.99it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
601it [01:00, 10.36it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
603it [01:00, 10.20it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
605it [01:00, 10.64it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
607it [01:01, 10.33it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
609it [01:01,  8.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
612it [01:01, 10.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
614it [01:01, 10.02it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
616it [01:01, 11.05it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
618it [01:02, 10.29it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
620it [01:02, 11.19it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
622it [01:02, 10.24it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
624it [01:02, 11.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
626it [01:02,  9.89it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
628it [01:03,  9.14it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
630it [01:03, 10.60it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
632it [01:03,  9.45it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
634it [01:03, 10.85it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
636it [01:03,  9.82it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
638it [01:04, 10.04it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
640it [01:04,  9.77it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
642it [01:04, 10.35it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
644it [01:04,  9.97it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
646it [01:04, 10.64it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
648it [01:05, 10.07it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
650it [01:05, 10.80it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
652it [01:05, 10.09it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
654it [01:05, 10.86it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
656it [01:05, 10.30it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
658it [01:05, 10.85it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
660it [01:06, 10.50it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
662it [01:06, 10.59it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
664it [01:06, 10.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
666it [01:06, 10.70it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
668it [01:06, 10.72it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
670it [01:07, 11.01it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
672it [01:07, 10.48it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
674it [01:07,  9.64it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
675it [01:07,  9.29it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
677it [01:07, 10.29it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
679it [01:08,  9.84it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
681it [01:08, 10.50it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
683it [01:08, 10.35it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
685it [01:08,  9.76it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
686it [01:08,  9.65it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
688it [01:08, 10.30it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
690it [01:09, 10.14it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
692it [01:09, 10.55it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
694it [01:09, 10.34it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
696it [01:09, 10.72it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
698it [01:09, 10.38it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
700it [01:10, 10.72it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
702it [01:10, 10.20it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
704it [01:10, 10.66it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
706it [01:10, 10.22it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
708it [01:10, 10.88it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
710it [01:11, 10.49it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
712it [01:11, 10.76it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
714it [01:11,  8.57it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
717it [01:11, 11.03it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
719it [01:11,  9.72it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
721it [01:12, 11.12it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
723it [01:12,  9.89it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
725it [01:12, 11.09it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
727it [01:12, 10.02it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
729it [01:12, 11.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
731it [01:13,  9.79it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
733it [01:13, 11.45it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
735it [01:13,  9.87it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
737it [01:13, 11.30it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
739it [01:13, 10.12it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
741it [01:13, 11.50it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
743it [01:14,  9.85it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
745it [01:14,  9.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
747it [01:14, 10.53it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
749it [01:14,  9.65it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
751it [01:14, 10.88it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
753it [01:15,  9.82it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
755it [01:15, 11.24it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
757it [01:15,  9.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
759it [01:15,  9.73it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
761it [01:16,  9.83it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
763it [01:16, 10.32it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
765it [01:16, 10.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
767it [01:16, 10.71it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
769it [01:16, 10.39it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
771it [01:16, 10.92it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
773it [01:17, 10.35it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
775it [01:17, 10.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
777it [01:17, 10.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
779it [01:17, 10.78it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
781it [01:17, 10.09it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
783it [01:18, 10.92it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
785it [01:18, 10.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
787it [01:18,  8.75it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
789it [01:18,  9.82it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
791it [01:18,  9.47it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
793it [01:19, 10.35it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
795it [01:19,  9.68it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
797it [01:19, 10.90it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
799it [01:19,  9.87it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
801it [01:19, 11.20it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
803it [01:20, 10.15it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
805it [01:20, 11.05it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
807it [01:20, 10.27it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
809it [01:20, 11.16it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
811it [01:20, 10.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
813it [01:21, 11.04it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
815it [01:21, 10.27it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
817it [01:21, 11.10it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
819it [01:21, 10.09it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
821it [01:21, 11.27it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
823it [01:21, 10.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
825it [01:22, 11.31it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
827it [01:22, 10.29it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
829it [01:22,  8.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
832it [01:22, 10.80it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
834it [01:23, 10.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
836it [01:23, 10.95it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
838it [01:23, 10.41it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
840it [01:23, 10.74it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
842it [01:23, 10.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
844it [01:24, 10.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
846it [01:24, 10.56it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
848it [01:24,  8.84it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
851it [01:24, 10.34it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
853it [01:24, 10.54it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
855it [01:25, 10.42it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
857it [01:25, 10.56it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
859it [01:25,  8.84it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
862it [01:25, 10.20it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
864it [01:25, 10.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
866it [01:26, 10.31it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
868it [01:26, 10.80it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
870it [01:26, 10.34it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
872it [01:26, 11.06it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
874it [01:26, 10.50it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
876it [01:27, 11.20it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
878it [01:27, 10.45it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
880it [01:27, 11.15it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
882it [01:27, 10.34it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
884it [01:27, 11.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
886it [01:28, 10.21it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
888it [01:28, 11.55it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
890it [01:28,  9.81it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
893it [01:28,  8.97it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
897it [01:29,  9.70it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
900it [01:29, 12.11it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
902it [01:29, 10.66it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
905it [01:29,  9.82it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
908it [01:30,  9.60it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
910it [01:30, 10.64it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
912it [01:30,  9.80it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
914it [01:30, 11.08it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
916it [01:31,  9.85it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
918it [01:31, 11.43it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
920it [01:31, 10.51it/s]Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
922it [01:31, 10.12it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
924it [01:31,  9.44it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
926it [01:31, 10.41it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
928it [01:32,  9.79it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
930it [01:32, 10.75it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
932it [01:32, 10.05it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
934it [01:32, 10.56it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
936it [01:32, 10.17it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
938it [01:33, 10.62it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
940it [01:33, 10.33it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
942it [01:33, 10.36it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
944it [01:33, 10.61it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
946it [01:33, 10.47it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
948it [01:34, 10.56it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
950it [01:34, 10.67it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
952it [01:34, 10.54it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
954it [01:34, 10.66it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
956it [01:34, 10.37it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
958it [01:34, 10.80it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
960it [01:35, 10.50it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
962it [01:35, 11.14it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
964it [01:35, 10.33it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
966it [01:35,  8.87it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
969it [01:36, 10.82it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
971it [01:36, 10.12it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
973it [01:36, 10.83it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
975it [01:36, 10.37it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
977it [01:36,  8.73it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
979it [01:37, 10.45it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
981it [01:37,  9.20it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
984it [01:37, 11.18it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
986it [01:37, 10.58it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
988it [01:37, 10.95it/s]Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
990it [01:38, 10.41it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
992it [01:38, 11.04it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
994it [01:38, 10.26it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
996it [01:38,  9.05it/s]/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
999it [01:38, 11.17it/s]Sampling: [bias_0, out, weight_0]
1000it [01:39, 10.10it/s]
2025-06-23 11:50:45.599 | INFO     | pybandits.offline_policy_evaluator:_estimate_importance_weight:825 - Data prediction of importance weights based on logreg model.
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/pymc/data.py:384: FutureWarning: Data is now always mutable. Specifying the `mutable` kwarg will raise an error in a future release
  warnings.warn(
Sampling: [bias_0, out, weight_0]
2025-06-23 11:50:46.556 | INFO     | pybandits.offline_policy_evaluator:evaluate:955 - Offline Policy Evaluation for reward_0.
/home/runner/.cache/pypoetry/virtualenvs/pybandits-vYJB-miV-py3.10/lib/python3.10/site-packages/scipy/stats/_resampling.py:147: RuntimeWarning: invalid value encountered in scalar divide
  a_hat = 1/6 * sum(nums) / sum(dens)**(3/2)
/home/runner/work/pybandits/pybandits/pybandits/offline_policy_estimator.py:116: DegenerateDataWarning: The BCa confidence interval cannot be calculated. This problem is known to occur when the distribution is degenerate or the statistic is np.min.
  bootstrap_result = bootstrap(
Loading BokehJS ...
[7]:
value lower upper std estimator objective
0 0.475354 0.429545 0.524418 0.024080 b-ipw reward_0
1 0.497845 0.492487 0.503219 0.002732 dm reward_0
2 0.468890 0.428966 0.509449 0.020462 dr reward_0
3 0.497845 0.492451 0.503265 0.002750 dros-opt reward_0
4 0.468890 0.428422 0.508257 0.020284 dros-pess reward_0
5 0.467770 0.422482 0.514058 0.023461 ipw reward_0
6 0.000000 NaN NaN 0.000000 rep reward_0
7 0.468846 0.429197 0.508429 0.020268 sndr reward_0
8 0.468478 0.423382 0.516379 0.023648 snips reward_0
9 0.468890 0.429866 0.508613 0.020191 sg-dr reward_0
10 0.467770 0.422730 0.514823 0.023567 sg-ipw reward_0
11 0.497845 0.492552 0.503226 0.002716 switch-dr reward_0