Index

A

actions (pybandits.actions_manager.ActionsManager property) actions_manager (pybandits.cmab.BaseCmabBernoulli attribute) (pybandits.cmab.BaseCmabBernoulliMO attribute) (pybandits.cmab.CmabBernoulli attribute) (pybandits.cmab.CmabBernoulliBAI attribute) (pybandits.cmab.CmabBernoulliCC attribute) (pybandits.cmab.CmabBernoulliDP attribute) (pybandits.cmab.CmabBernoulliMO attribute) (pybandits.cmab.CmabBernoulliMOCC attribute) (pybandits.smab.BaseSmabBernoulli attribute) (pybandits.smab.SmabBernoulli attribute) (pybandits.smab.SmabBernoulliBAI attribute) (pybandits.smab.SmabBernoulliCC attribute) (pybandits.smab.SmabBernoulliDP attribute) (pybandits.smab.SmabBernoulliMO attribute) (pybandits.smab.SmabBernoulliMOCC attribute)

actions_with_change (pybandits.actions_manager.ActionsManager attribute) (pybandits.actions_manager.CmabActionsManager attribute), [1], [2], [3], [4] (pybandits.actions_manager.SmabActionsManager attribute), [1], [2], [3], [4] ActionsManager (class in pybandits.actions_manager) activation (pybandits.model.BaseBayesianNeuralNetwork attribute) all_actions_have_same_number_of_objectives() (pybandits.actions_manager.SmabActionsManager method), [1], [2], [3], [4], [5] alpha (pybandits.offline_policy_estimator.BaseOfflinePolicyEstimator attribute) approx_history (pybandits.model.BaseBayesianNeuralNetwork property)

B

BalancedInverseProbabilityWeighting (class in pybandits.offline_policy_estimator) BaseBayesianNeuralNetwork (class in pybandits.model) BaseBayesianNeuralNetworkMO (class in pybandits.model) BaseBeta (class in pybandits.model) BaseBetaMO (class in pybandits.model) BaseCmabBernoulli (class in pybandits.cmab) BaseCmabBernoulliMO (class in pybandits.cmab) BaseLocationScaleArray (class in pybandits.model) BaseOfflinePolicyEstimator (class in pybandits.offline_policy_estimator) BaseQuantitativeBayesianNeuralNetwork (class in pybandits.quantitative_model) BaseSmabBernoulli (class in pybandits.smab) BaseStrategy (class in pybandits.strategy) BaseZooming (class in pybandits.quantitative_model) batch_size (pybandits.cmab_simulator.CmabSimulator attribute) BayesianNeuralNetwork (class in pybandits.model) BayesianNeuralNetworkCC (class in pybandits.model) BayesianNeuralNetworkDP (class in pybandits.model)

BayesianNeuralNetworkMO (class in pybandits.model) BayesianNeuralNetworkMOCC (class in pybandits.model) BestActionIdentificationBandit (class in pybandits.strategy) Beta (class in pybandits.model) BetaCC (class in pybandits.model) BetaDP (class in pybandits.model) BetaMO (class in pybandits.model) BetaMOCC (class in pybandits.model) bias (pybandits.model.BnnLayerParams attribute) bias_calibrated (pybandits.model.BaseBayesianNeuralNetwork attribute) bias_var_name (pybandits.model.BaseBayesianNeuralNetwork attribute) bnn (pybandits.quantitative_model.BaseQuantitativeBayesianNeuralNetwork attribute) bnn_layer_params (pybandits.model.BnnParams attribute) bnn_layer_params_init (pybandits.model.BnnParams attribute) BnnLayerParams (class in pybandits.model) BnnParams (class in pybandits.model) bootstrap_batch_size (pybandits.offline_policy_estimator.BaseOfflinePolicyEstimator attribute)

C

calibrate_output_bias (pybandits.model.BaseBayesianNeuralNetwork attribute) CallableFieldSerde (class in pybandits.quantitative_model) cardinality (pybandits.model.CategoricalFeatureConfig attribute) categorical_features_configs (pybandits.model.FeaturesConfig attribute) CategoricalFeatureConfig (class in pybandits.model) check_context_matrix() (pybandits.model.BaseBayesianNeuralNetwork method) ClassicBandit (class in pybandits.strategy) CmabActionsManager (class in pybandits.actions_manager), [1], [2], [3], [4], [5] CmabActionsManagerCC (in module pybandits.actions_manager) CmabActionsManagerDP (in module pybandits.actions_manager) CmabActionsManagerMO (in module pybandits.actions_manager) CmabActionsManagerMOCC (in module pybandits.actions_manager) CmabActionsManagerSO (in module pybandits.actions_manager) CmabBernoulli (class in pybandits.cmab) CmabBernoulliBAI (class in pybandits.cmab) CmabBernoulliCC (class in pybandits.cmab) CmabBernoulliDP (class in pybandits.cmab)

CmabBernoulliMO (class in pybandits.cmab) CmabBernoulliMOCC (class in pybandits.cmab) CmabSimulator (class in pybandits.cmab_simulator), [1] cold_start() (pybandits.model.BaseBayesianNeuralNetwork class method) (pybandits.model.BaseBayesianNeuralNetworkMO class method) (pybandits.model.BaseBetaMO class method) (pybandits.model.BaseLocationScaleArray class method) (pybandits.model.EmbeddingParams class method) (pybandits.quantitative_model.BaseQuantitativeBayesianNeuralNetwork class method) (pybandits.quantitative_model.BaseZooming class method) column_index (pybandits.model.CategoricalFeatureConfig attribute) comparison_threshold (pybandits.quantitative_model.BaseZooming attribute) context (pybandits.cmab_simulator.CmabSimulator attribute), [1] cost (pybandits.model.ModelCC attribute) (pybandits.quantitative_model.QuantitativeModelCC attribute) CostControlBandit (class in pybandits.strategy) CostControlStrategy (class in pybandits.strategy) create_model_params() (pybandits.model.BaseBayesianNeuralNetwork class method)

D

delta (pybandits.actions_manager.ActionsManager attribute) (pybandits.actions_manager.CmabActionsManager attribute), [1], [2], [3], [4] (pybandits.actions_manager.SmabActionsManager attribute), [1], [2], [3], [4] deserialize_sub_actions() (pybandits.quantitative_model.BaseZooming class method) diff_type (pybandits.model.EarlyStopping attribute) dimension (pybandits.quantitative_model.BaseZooming attribute) (pybandits.quantitative_model.QuantitativeModel attribute)

DirectMethod (class in pybandits.offline_policy_estimator) DoublyRobust (class in pybandits.offline_policy_estimator) DoublyRobustWithOptimisticShrinkage (class in pybandits.offline_policy_estimator) DoublyRobustWithPessimisticShrinkage (class in pybandits.offline_policy_estimator) DynamicPricingBandit (class in pybandits.strategy)

E

EarlyStopping (class in pybandits.model) embedding_dim (pybandits.model.CategoricalFeatureConfig attribute) embedding_params (pybandits.model.BnnParams attribute) embedding_params_init (pybandits.model.BnnParams attribute) EmbeddingParams (class in pybandits.model) embeddings (pybandits.model.EmbeddingParams attribute) embeddings_init (pybandits.model.EmbeddingParams attribute) encode_cost() (pybandits.quantitative_model.QuantitativeModelCC method) encode_price() (pybandits.quantitative_model.QuantitativeModelDP method) estimate_policy_value_with_confidence_interval() (pybandits.offline_policy_estimator.BaseOfflinePolicyEstimator method)

estimate_sample_rewards() (pybandits.offline_policy_estimator.BalancedInverseProbabilityWeighting method) (pybandits.offline_policy_estimator.BaseOfflinePolicyEstimator method) (pybandits.offline_policy_estimator.DirectMethod method) (pybandits.offline_policy_estimator.GeneralizedDoublyRobust method) (pybandits.offline_policy_estimator.GeneralizedInverseProbabilityWeighting method) (pybandits.offline_policy_estimator.InverseProbabilityWeighting method) (pybandits.offline_policy_estimator.ReplayMethod method) (pybandits.offline_policy_estimator.SelfNormalizedInverseProbabilityWeighting method) exploit_p (pybandits.strategy.BestActionIdentificationBandit attribute) extract_sample() (pybandits.model.BaseBayesianNeuralNetwork static method)

F

feature_config (pybandits.model.BaseBayesianNeuralNetwork attribute) FeaturesConfig (class in pybandits.model)

file_prefix (pybandits.cmab_simulator.CmabSimulator attribute) forward_pass() (pybandits.model.BaseBayesianNeuralNetwork method)

G

GeneralizedDoublyRobust (class in pybandits.offline_policy_estimator) GeneralizedInverseProbabilityWeighting (class in pybandits.offline_policy_estimator) get_embedding_var_name() (pybandits.model.BaseBayesianNeuralNetwork class method) get_layer_params_name() (pybandits.model.BaseBayesianNeuralNetwork class method)

get_prerequisites() (pybandits.strategy.ClassicBandit method) (pybandits.strategy.CostControlBandit method) (pybandits.strategy.DynamicPricingBandit method) (pybandits.strategy.SingleObjectiveStrategy method) group (pybandits.cmab_simulator.CmabSimulator attribute), [1]

H

has_categorical (pybandits.model.FeaturesConfig property)

hidden_dim_list (pybandits.model.BaseBayesianNeuralNetwork property) (pybandits.model.BaseBayesianNeuralNetworkMO property)

I

input_dim (pybandits.cmab.BaseCmabBernoulli property) (pybandits.model.BaseBayesianNeuralNetwork property) (pybandits.model.BaseBayesianNeuralNetworkMO property) (pybandits.quantitative_model.BaseQuantitativeBayesianNeuralNetwork property)

intervals (pybandits.quantitative_model.Segment attribute) intervals_array (pybandits.quantitative_model.Segment property) InverseProbabilityWeighting (class in pybandits.offline_policy_estimator) is_adjacent() (pybandits.quantitative_model.Segment method) is_similar_performance() (pybandits.quantitative_model.BaseZooming method)

M

mab (pybandits.cmab_simulator.CmabSimulator attribute), [1] (pybandits.smab_simulator.SmabSimulator attribute) maximum_memory_length (pybandits.actions_manager.ActionsManager property) maxs (pybandits.quantitative_model.Segment property) maybe_convert_list_to_array() (pybandits.model.BaseLocationScaleArray static method) meta_model (pybandits.actions_manager.ActionsManager attribute) (pybandits.actions_manager.CmabActionsManager attribute), [1], [2], [3], [4], [5] (pybandits.actions_manager.SmabActionsManager attribute), [1], [2], [3], [4], [5] mins (pybandits.quantitative_model.Segment property) Model (class in pybandits.model) model_config (pybandits.actions_manager.ActionsManager attribute) (pybandits.actions_manager.CmabActionsManager attribute), [1], [2], [3], [4], [5] (pybandits.actions_manager.SmabActionsManager attribute), [1], [2], [3], [4], [5] (pybandits.cmab.BaseCmabBernoulli attribute) (pybandits.cmab.BaseCmabBernoulliMO attribute) (pybandits.cmab.CmabBernoulli attribute) (pybandits.cmab.CmabBernoulliBAI attribute) (pybandits.cmab.CmabBernoulliCC attribute) (pybandits.cmab.CmabBernoulliDP attribute) (pybandits.cmab.CmabBernoulliMO attribute) (pybandits.cmab.CmabBernoulliMOCC attribute) (pybandits.cmab_simulator.CmabSimulator attribute), [1] (pybandits.model.BaseBayesianNeuralNetwork attribute) (pybandits.model.BaseBayesianNeuralNetworkMO attribute) (pybandits.model.BaseBeta attribute) (pybandits.model.BaseBetaMO attribute) (pybandits.model.BaseLocationScaleArray attribute) (pybandits.model.BayesianNeuralNetwork attribute) (pybandits.model.BayesianNeuralNetworkCC attribute) (pybandits.model.BayesianNeuralNetworkDP attribute) (pybandits.model.BayesianNeuralNetworkMO attribute) (pybandits.model.BayesianNeuralNetworkMOCC attribute) (pybandits.model.Beta attribute) (pybandits.model.BetaCC attribute) (pybandits.model.BetaDP attribute) (pybandits.model.BetaMO attribute) (pybandits.model.BetaMOCC attribute) (pybandits.model.BnnLayerParams attribute) (pybandits.model.BnnParams attribute) (pybandits.model.CategoricalFeatureConfig attribute) (pybandits.model.EarlyStopping attribute) (pybandits.model.EmbeddingParams attribute) (pybandits.model.FeaturesConfig attribute) (pybandits.model.Model attribute) (pybandits.model.ModelCC attribute) (pybandits.model.ModelDP attribute) (pybandits.model.ModelMO attribute) (pybandits.model.NormalArray attribute) (pybandits.model.StudentTArray attribute) (pybandits.offline_policy_estimator.BalancedInverseProbabilityWeighting attribute) (pybandits.offline_policy_estimator.BaseOfflinePolicyEstimator attribute) (pybandits.offline_policy_estimator.DirectMethod attribute) (pybandits.offline_policy_estimator.DoublyRobust attribute) (pybandits.offline_policy_estimator.DoublyRobustWithOptimisticShrinkage attribute) (pybandits.offline_policy_estimator.DoublyRobustWithPessimisticShrinkage attribute) (pybandits.offline_policy_estimator.GeneralizedDoublyRobust attribute) (pybandits.offline_policy_estimator.GeneralizedInverseProbabilityWeighting attribute) (pybandits.offline_policy_estimator.InverseProbabilityWeighting attribute) (pybandits.offline_policy_estimator.ReplayMethod attribute) (pybandits.offline_policy_estimator.SelfNormalizedDoublyRobust attribute) (pybandits.offline_policy_estimator.SelfNormalizedInverseProbabilityWeighting attribute) (pybandits.offline_policy_estimator.SubGaussianDoublyRobust attribute) (pybandits.offline_policy_estimator.SubGaussianInverseProbabilityWeighting attribute) (pybandits.offline_policy_estimator.SwitchDoublyRobust attribute) (pybandits.quantitative_model.BaseQuantitativeBayesianNeuralNetwork attribute) (pybandits.quantitative_model.BaseZooming attribute) (pybandits.quantitative_model.CallableFieldSerde attribute) (pybandits.quantitative_model.QuantitativeBayesianNeuralNetwork attribute) (pybandits.quantitative_model.QuantitativeBayesianNeuralNetworkCC attribute) (pybandits.quantitative_model.QuantitativeBayesianNeuralNetworkDP attribute) (pybandits.quantitative_model.QuantitativeModel attribute) (pybandits.quantitative_model.QuantitativeModelCC attribute) (pybandits.quantitative_model.QuantitativeModelDP attribute) (pybandits.quantitative_model.Segment attribute) (pybandits.quantitative_model.Zooming attribute) (pybandits.quantitative_model.ZoomingCC attribute) (pybandits.quantitative_model.ZoomingDP attribute) (pybandits.smab.BaseSmabBernoulli attribute) (pybandits.smab.SmabBernoulli attribute) (pybandits.smab.SmabBernoulliBAI attribute) (pybandits.smab.SmabBernoulliCC attribute) (pybandits.smab.SmabBernoulliDP attribute) (pybandits.smab.SmabBernoulliMO attribute) (pybandits.smab.SmabBernoulliMOCC attribute) (pybandits.smab_simulator.SmabSimulator attribute) (pybandits.strategy.BaseStrategy attribute) (pybandits.strategy.BestActionIdentificationBandit attribute) (pybandits.strategy.ClassicBandit attribute) (pybandits.strategy.CostControlBandit attribute) (pybandits.strategy.CostControlStrategy attribute) (pybandits.strategy.DynamicPricingBandit attribute) (pybandits.strategy.MultiObjectiveBandit attribute) (pybandits.strategy.MultiObjectiveCostControlBandit attribute) (pybandits.strategy.MultiObjectiveStrategy attribute) (pybandits.strategy.SingleObjectiveStrategy attribute)

model_params (pybandits.model.BaseBayesianNeuralNetwork attribute) model_post_init() (pybandits.cmab.BaseCmabBernoulli method) (pybandits.cmab.BaseCmabBernoulliMO method) (pybandits.cmab.CmabBernoulli method) (pybandits.cmab.CmabBernoulliBAI method) (pybandits.cmab.CmabBernoulliCC method) (pybandits.cmab.CmabBernoulliDP method) (pybandits.cmab.CmabBernoulliMO method) (pybandits.cmab.CmabBernoulliMOCC method) (pybandits.cmab_simulator.CmabSimulator method), [1] (pybandits.model.BaseBayesianNeuralNetwork method) (pybandits.model.BaseBayesianNeuralNetworkMO method) (pybandits.model.BaseLocationScaleArray method) (pybandits.model.BayesianNeuralNetwork method) (pybandits.model.BayesianNeuralNetworkCC method) (pybandits.model.BayesianNeuralNetworkDP method) (pybandits.model.EarlyStopping method) (pybandits.model.NormalArray method) (pybandits.model.StudentTArray method) (pybandits.offline_policy_estimator.DoublyRobust method) (pybandits.offline_policy_estimator.DoublyRobustWithOptimisticShrinkage method) (pybandits.offline_policy_estimator.DoublyRobustWithPessimisticShrinkage method) (pybandits.offline_policy_estimator.GeneralizedDoublyRobust method) (pybandits.offline_policy_estimator.SelfNormalizedDoublyRobust method) (pybandits.offline_policy_estimator.SubGaussianDoublyRobust method) (pybandits.offline_policy_estimator.SwitchDoublyRobust method) (pybandits.quantitative_model.BaseZooming method) (pybandits.quantitative_model.Zooming method) (pybandits.quantitative_model.ZoomingCC method) (pybandits.quantitative_model.ZoomingDP method) (pybandits.smab.BaseSmabBernoulli method) (pybandits.smab.SmabBernoulli method) (pybandits.smab.SmabBernoulliBAI method) (pybandits.smab.SmabBernoulliCC method) (pybandits.smab.SmabBernoulliDP method) (pybandits.smab.SmabBernoulliMO method) (pybandits.smab.SmabBernoulliMOCC method) (pybandits.smab_simulator.SmabSimulator method) (pybandits.strategy.MultiObjectiveBandit method) (pybandits.strategy.MultiObjectiveCostControlBandit method) (pybandits.strategy.MultiObjectiveStrategy method) ModelCC (class in pybandits.model) ModelDP (class in pybandits.model) ModelMO (class in pybandits.model) models (pybandits.model.BaseBayesianNeuralNetworkMO attribute) (pybandits.model.BaseBetaMO attribute) (pybandits.model.ModelMO attribute) module pybandits.actions_manager pybandits.cmab pybandits.cmab_simulator, [1] pybandits.model pybandits.offline_policy_estimator pybandits.quantitative_model pybandits.smab pybandits.smab_simulator pybandits.strategy mu (pybandits.model.BaseLocationScaleArray attribute) MultiObjectiveBandit (class in pybandits.strategy) MultiObjectiveCostControlBandit (class in pybandits.strategy) MultiObjectiveStrategy (class in pybandits.strategy)

N

n_bootstrap_samples (pybandits.offline_policy_estimator.BaseOfflinePolicyEstimator attribute) n_comparison_points (pybandits.quantitative_model.BaseZooming attribute) n_features (pybandits.model.FeaturesConfig attribute) n_max_segments (pybandits.quantitative_model.BaseZooming attribute) n_numerical (pybandits.model.FeaturesConfig property) n_updates (pybandits.cmab_simulator.CmabSimulator attribute) name (pybandits.offline_policy_estimator.BalancedInverseProbabilityWeighting attribute) (pybandits.offline_policy_estimator.BaseOfflinePolicyEstimator attribute) (pybandits.offline_policy_estimator.DirectMethod attribute) (pybandits.offline_policy_estimator.DoublyRobust attribute) (pybandits.offline_policy_estimator.DoublyRobustWithOptimisticShrinkage attribute) (pybandits.offline_policy_estimator.DoublyRobustWithPessimisticShrinkage attribute) (pybandits.offline_policy_estimator.InverseProbabilityWeighting attribute) (pybandits.offline_policy_estimator.ReplayMethod attribute) (pybandits.offline_policy_estimator.SelfNormalizedDoublyRobust attribute) (pybandits.offline_policy_estimator.SelfNormalizedInverseProbabilityWeighting attribute) (pybandits.offline_policy_estimator.SubGaussianDoublyRobust attribute) (pybandits.offline_policy_estimator.SubGaussianInverseProbabilityWeighting attribute) (pybandits.offline_policy_estimator.SwitchDoublyRobust attribute)

NormalArray (class in pybandits.model) normalize_exploit_p() (pybandits.strategy.BestActionIdentificationBandit class method) normalize_subsidy_factor() (pybandits.strategy.CostControlStrategy class method) nu (pybandits.model.StudentTArray attribute) numerical_indices (pybandits.model.FeaturesConfig property)

O

objective_selector_class (pybandits.strategy.MultiObjectiveBandit attribute) (pybandits.strategy.MultiObjectiveCostControlBandit attribute) (pybandits.strategy.MultiObjectiveStrategy attribute)

P

param_map (pybandits.model.BaseLocationScaleArray attribute) (pybandits.model.StudentTArray attribute) ParameterizedScaleAutoNormal (class in pybandits.model) params (pybandits.model.BaseLocationScaleArray property) path (pybandits.cmab_simulator.CmabSimulator attribute) patience (pybandits.model.EarlyStopping attribute) predict() (pybandits.cmab.BaseCmabBernoulli method) (pybandits.smab.BaseSmabBernoulli method) price (pybandits.model.ModelDP attribute) (pybandits.quantitative_model.QuantitativeModelDP attribute) probs_reward (pybandits.cmab_simulator.CmabSimulator attribute), [1] (pybandits.smab_simulator.SmabSimulator attribute) pybandits.actions_manager module pybandits.cmab module

pybandits.cmab_simulator module, [1] pybandits.model module pybandits.offline_policy_estimator module pybandits.quantitative_model module pybandits.smab module pybandits.smab_simulator module pybandits.strategy module

Q

QuantitativeBayesianNeuralNetwork (class in pybandits.quantitative_model) QuantitativeBayesianNeuralNetworkCC (class in pybandits.quantitative_model) QuantitativeBayesianNeuralNetworkDP (class in pybandits.quantitative_model)

QuantitativeModel (class in pybandits.quantitative_model) QuantitativeModelCC (class in pybandits.quantitative_model) QuantitativeModelDP (class in pybandits.quantitative_model)

R

random_seed (pybandits.cmab_simulator.CmabSimulator attribute) (pybandits.model.BaseBayesianNeuralNetwork attribute) random_state (pybandits.offline_policy_estimator.BaseOfflinePolicyEstimator attribute) refine_p() (pybandits.strategy.SingleObjectiveStrategy method)

replace_null_and_validate_probs_reward() (pybandits.smab_simulator.SmabSimulator class method) replace_nulls_and_validate_sizes_and_dtypes() (pybandits.cmab_simulator.CmabSimulator class method), [1] ReplayMethod (class in pybandits.offline_policy_estimator) reset() (pybandits.model.EarlyStopping method)

S

sample_at_indices() (pybandits.model.BaseLocationScaleArray method) sample_embeddings() (pybandits.model.BaseBayesianNeuralNetwork method) sample_proba() (pybandits.actions_manager.ActionsManager method) (pybandits.model.BaseBayesianNeuralNetwork method) (pybandits.model.BaseBeta method) (pybandits.model.Model method) (pybandits.quantitative_model.BaseQuantitativeBayesianNeuralNetwork method) (pybandits.quantitative_model.BaseZooming method) (pybandits.quantitative_model.QuantitativeModel method) sample_rvs() (pybandits.model.BaseLocationScaleArray method) sample_weights() (pybandits.model.BaseBayesianNeuralNetwork method) save (pybandits.cmab_simulator.CmabSimulator attribute) Segment (class in pybandits.quantitative_model) segment_intervals_to_tuple() (pybandits.quantitative_model.Segment class method) segment_update_factor (pybandits.quantitative_model.BaseZooming attribute) segmented_actions (pybandits.quantitative_model.BaseZooming property) select_action() (pybandits.strategy.BaseStrategy method) (pybandits.strategy.MultiObjectiveStrategy method) (pybandits.strategy.SingleObjectiveStrategy method) SelfNormalizedDoublyRobust (class in pybandits.offline_policy_estimator) SelfNormalizedInverseProbabilityWeighting (class in pybandits.offline_policy_estimator) serialize_sub_actions() (pybandits.quantitative_model.BaseZooming method) shape (pybandits.model.BaseLocationScaleArray property) (pybandits.model.StudentTArray property) should_stop() (pybandits.model.EarlyStopping method) shrinkage_factor (pybandits.offline_policy_estimator.DoublyRobustWithOptimisticShrinkage attribute) (pybandits.offline_policy_estimator.DoublyRobustWithPessimisticShrinkage attribute) (pybandits.offline_policy_estimator.SubGaussianInverseProbabilityWeighting attribute) sigma (pybandits.model.BaseLocationScaleArray attribute) SingleObjectiveStrategy (class in pybandits.strategy) SmabActionsManager (class in pybandits.actions_manager), [1], [2], [3], [4], [5] SmabActionsManagerCC (in module pybandits.actions_manager)

SmabActionsManagerDP (in module pybandits.actions_manager) SmabActionsManagerMO (in module pybandits.actions_manager) SmabActionsManagerMOCC (in module pybandits.actions_manager) SmabActionsManagerSO (in module pybandits.actions_manager) SmabBernoulli (class in pybandits.smab) SmabBernoulliBAI (class in pybandits.smab) SmabBernoulliCC (class in pybandits.smab) SmabBernoulliDP (class in pybandits.smab) SmabBernoulliMO (class in pybandits.smab) SmabBernoulliMOCC (class in pybandits.smab) SmabSimulator (class in pybandits.smab_simulator) split() (pybandits.quantitative_model.Segment method) std (pybandits.model.BaseBeta property) strategy (pybandits.cmab.BaseCmabBernoulliMO attribute) (pybandits.cmab.CmabBernoulli attribute) (pybandits.cmab.CmabBernoulliBAI attribute) (pybandits.cmab.CmabBernoulliCC attribute) (pybandits.cmab.CmabBernoulliDP attribute) (pybandits.cmab.CmabBernoulliMO attribute) (pybandits.cmab.CmabBernoulliMOCC attribute) (pybandits.smab.SmabBernoulli attribute) (pybandits.smab.SmabBernoulliBAI attribute) (pybandits.smab.SmabBernoulliCC attribute) (pybandits.smab.SmabBernoulliDP attribute) (pybandits.smab.SmabBernoulliMO attribute) (pybandits.smab.SmabBernoulliMOCC attribute) StudentTArray (class in pybandits.model) sub_actions (pybandits.quantitative_model.BaseZooming attribute) SubGaussianDoublyRobust (class in pybandits.offline_policy_estimator) SubGaussianInverseProbabilityWeighting (class in pybandits.offline_policy_estimator) subsidy_factor (pybandits.strategy.CostControlStrategy attribute) switch_threshold (pybandits.offline_policy_estimator.SwitchDoublyRobust attribute) SwitchDoublyRobust (class in pybandits.offline_policy_estimator)

T

to_numpyro_distribution() (pybandits.model.BaseLocationScaleArray method) tolerance (pybandits.model.EarlyStopping attribute) total_output_dim (pybandits.model.FeaturesConfig property) transfer_extendable_keys (pybandits.model.BaseBayesianNeuralNetwork attribute) (pybandits.model.BaseBeta attribute) (pybandits.model.BayesianNeuralNetwork attribute) (pybandits.model.BayesianNeuralNetworkCC attribute) (pybandits.model.BayesianNeuralNetworkDP attribute) (pybandits.model.Beta attribute) (pybandits.model.BetaCC attribute) (pybandits.model.BetaDP attribute) (pybandits.model.Model attribute) (pybandits.quantitative_model.BaseQuantitativeBayesianNeuralNetwork attribute) (pybandits.quantitative_model.BaseZooming attribute) (pybandits.quantitative_model.QuantitativeBayesianNeuralNetwork attribute) (pybandits.quantitative_model.QuantitativeBayesianNeuralNetworkCC attribute) (pybandits.quantitative_model.QuantitativeBayesianNeuralNetworkDP attribute) (pybandits.quantitative_model.QuantitativeModel attribute) (pybandits.quantitative_model.Zooming attribute) (pybandits.quantitative_model.ZoomingCC attribute) (pybandits.quantitative_model.ZoomingDP attribute) transfer_learned_keys (pybandits.model.BaseBayesianNeuralNetwork attribute) (pybandits.model.BaseBeta attribute) (pybandits.model.BayesianNeuralNetwork attribute) (pybandits.model.BayesianNeuralNetworkCC attribute) (pybandits.model.BayesianNeuralNetworkDP attribute) (pybandits.model.Beta attribute) (pybandits.model.BetaCC attribute) (pybandits.model.BetaDP attribute) (pybandits.model.Model attribute) (pybandits.quantitative_model.BaseQuantitativeBayesianNeuralNetwork attribute) (pybandits.quantitative_model.BaseZooming attribute) (pybandits.quantitative_model.QuantitativeBayesianNeuralNetwork attribute) (pybandits.quantitative_model.QuantitativeBayesianNeuralNetworkCC attribute) (pybandits.quantitative_model.QuantitativeBayesianNeuralNetworkDP attribute) (pybandits.quantitative_model.QuantitativeModel attribute) (pybandits.quantitative_model.Zooming attribute) (pybandits.quantitative_model.ZoomingCC attribute) (pybandits.quantitative_model.ZoomingDP attribute)

transfer_structural_keys (pybandits.model.BaseBayesianNeuralNetwork attribute) (pybandits.model.BaseBeta attribute) (pybandits.model.BayesianNeuralNetwork attribute) (pybandits.model.BayesianNeuralNetworkCC attribute) (pybandits.model.BayesianNeuralNetworkDP attribute) (pybandits.model.Beta attribute) (pybandits.model.BetaCC attribute) (pybandits.model.BetaDP attribute) (pybandits.model.Model attribute) (pybandits.quantitative_model.BaseQuantitativeBayesianNeuralNetwork attribute) (pybandits.quantitative_model.BaseZooming attribute) (pybandits.quantitative_model.QuantitativeBayesianNeuralNetwork attribute) (pybandits.quantitative_model.QuantitativeBayesianNeuralNetworkCC attribute) (pybandits.quantitative_model.QuantitativeBayesianNeuralNetworkDP attribute) (pybandits.quantitative_model.QuantitativeModel attribute) (pybandits.quantitative_model.Zooming attribute) (pybandits.quantitative_model.ZoomingCC attribute) (pybandits.quantitative_model.ZoomingDP attribute)

U

update() (pybandits.actions_manager.ActionsManager method) (pybandits.actions_manager.CmabActionsManager method), [1], [2], [3], [4], [5] (pybandits.actions_manager.SmabActionsManager method), [1], [2], [3], [4], [5] (pybandits.cmab.BaseCmabBernoulli method) (pybandits.smab.BaseSmabBernoulli method)

update_kwargs (pybandits.model.BaseBayesianNeuralNetwork attribute) update_method (pybandits.model.BaseBayesianNeuralNetwork attribute) update_old_state() (pybandits.cmab.BaseCmabBernoulli class method) use_residual_connections (pybandits.model.BaseBayesianNeuralNetwork attribute)

V

validate_activation() (pybandits.model.BaseBayesianNeuralNetwork class method) validate_bias_calibrated() (pybandits.model.BaseBayesianNeuralNetwork method) validate_cost() (pybandits.quantitative_model.QuantitativeModelCC class method) validate_input_shapes() (pybandits.model.BaseLocationScaleArray class method) (pybandits.model.StudentTArray class method) validate_inputs() (pybandits.model.BnnParams class method)

validate_price() (pybandits.quantitative_model.QuantitativeModelDP class method) validate_probs_reward_columns() (pybandits.cmab_simulator.CmabSimulator class method), [1] (pybandits.smab_simulator.SmabSimulator class method) verbose (pybandits.cmab_simulator.CmabSimulator attribute) verify_and_select_from_quantitative_action() (pybandits.strategy.SingleObjectiveStrategy method) visualize (pybandits.cmab_simulator.CmabSimulator attribute)

W

weight (pybandits.model.BnnLayerParams attribute) weight_var_name (pybandits.model.BaseBayesianNeuralNetwork attribute)

with_dist_parameters() (pybandits.model.BaseLocationScaleArray method) with_exploit_p() (pybandits.strategy.BestActionIdentificationBandit method) with_subsidy_factor() (pybandits.strategy.CostControlStrategy method)

Z

Zooming (class in pybandits.quantitative_model)

ZoomingCC (class in pybandits.quantitative_model) ZoomingDP (class in pybandits.quantitative_model)