Index _ | A | B | C | D | E | F | G | I | J | K | L | M | N | P | R | S | T | U _ __init__() (bayesianbandits.Agent method) (bayesianbandits.AgentPipeline method) (bayesianbandits.Arm method) (bayesianbandits.ArmColumnFeaturizer method) (bayesianbandits.ArmFeaturizer method) (bayesianbandits.BayesianGLM method) (bayesianbandits.ContextualAgent method) (bayesianbandits.DirichletClassifier method) (bayesianbandits.EmpiricalBayesDirichletClassifier method) (bayesianbandits.EmpiricalBayesGammaRegressor method) (bayesianbandits.EmpiricalBayesGLM method) (bayesianbandits.EmpiricalBayesNormalRegressor method) (bayesianbandits.EpsilonGreedy method) (bayesianbandits.EXP3A method) (bayesianbandits.ExponentialForgetting method) (bayesianbandits.FeatureWiseForgetting method) (bayesianbandits.FunctionArmFeaturizer method) (bayesianbandits.GammaRegressor method) (bayesianbandits.InformationDirectedSampling method) (bayesianbandits.LaplaceApproximator method) (bayesianbandits.LearnerPipeline method) (bayesianbandits.LipschitzContextualAgent method) (bayesianbandits.NormalInverseGammaRegressor method) (bayesianbandits.NormalRegressor method) (bayesianbandits.RVGAApproximator method) (bayesianbandits.SiftForgetting method) (bayesianbandits.StabilizedForgetting method) (bayesianbandits.ThompsonSampling method) (bayesianbandits.UpperConfidenceBound method) A a_ (bayesianbandits.NormalInverseGammaRegressor attribute) action_token (bayesianbandits.Arm attribute) add_arm() (bayesianbandits.Agent method) (bayesianbandits.AgentPipeline method) (bayesianbandits.ContextualAgent method) (bayesianbandits.LipschitzContextualAgent method) Agent (class in bayesianbandits) AgentPipeline (class in bayesianbandits) alpha (bayesianbandits.StabilizedForgetting attribute) Arm (class in bayesianbandits) arm() (bayesianbandits.Agent method) (bayesianbandits.AgentPipeline method) (bayesianbandits.ContextualAgent method) (bayesianbandits.LipschitzContextualAgent method) arm_to_update (bayesianbandits.Agent property) (bayesianbandits.AgentPipeline property) ArmColumnFeaturizer (class in bayesianbandits) ArmFeaturizer (class in bayesianbandits) arms (bayesianbandits.Agent property) (bayesianbandits.AgentPipeline property) (bayesianbandits.ContextualAgent property) B b_ (bayesianbandits.NormalInverseGammaRegressor attribute) batch_size (bayesianbandits.RVGAApproximator attribute) BayesianGLM (class in bayesianbandits) C call_with_probabilities() (bayesianbandits.EpsilonGreedy method) (bayesianbandits.EXP3A method) (bayesianbandits.InformationDirectedSampling method) (bayesianbandits.ThompsonSampling method) (bayesianbandits.UpperConfidenceBound method) classes_ (bayesianbandits.DirichletClassifier attribute) coef_ (bayesianbandits.BayesianGLM attribute) (bayesianbandits.EmpiricalBayesNormalRegressor property) (bayesianbandits.GammaRegressor attribute) (bayesianbandits.NormalInverseGammaRegressor attribute) (bayesianbandits.NormalRegressor attribute) consumes (bayesianbandits.EpsilonGreedy attribute) (bayesianbandits.EXP3A attribute) (bayesianbandits.InformationDirectedSampling attribute) (bayesianbandits.ThompsonSampling attribute) (bayesianbandits.UpperConfidenceBound attribute) CONTEXT_JOINT (bayesianbandits.DrawKind attribute) ContextualAgent (class in bayesianbandits) cov_ (bayesianbandits.BayesianGLM property) (bayesianbandits.EmpiricalBayesGLM property) (bayesianbandits.EmpiricalBayesNormalRegressor property) (bayesianbandits.NormalInverseGammaRegressor property) (bayesianbandits.NormalRegressor property) cov_inv_ (bayesianbandits.BayesianGLM attribute) (bayesianbandits.NormalInverseGammaRegressor attribute) (bayesianbandits.NormalRegressor attribute) D decay() (bayesianbandits.Agent method) (bayesianbandits.AgentPipeline method) (bayesianbandits.Arm method) (bayesianbandits.BayesianGLM method) (bayesianbandits.ContextualAgent method) (bayesianbandits.DirichletClassifier method) (bayesianbandits.EmpiricalBayesDirichletClassifier method) (bayesianbandits.EmpiricalBayesGammaRegressor method) (bayesianbandits.EmpiricalBayesGLM method) (bayesianbandits.EmpiricalBayesNormalRegressor method) (bayesianbandits.GammaRegressor method) (bayesianbandits.LearnerPipeline method) (bayesianbandits.LipschitzContextualAgent method) (bayesianbandits.NormalInverseGammaRegressor method) (bayesianbandits.NormalRegressor method) DirichletClassifier (class in bayesianbandits) DrawKind (class in bayesianbandits) E eb_converged_ (bayesianbandits.EmpiricalBayesDirichletClassifier attribute) (bayesianbandits.EmpiricalBayesGammaRegressor attribute) (bayesianbandits.EmpiricalBayesGLM attribute) (bayesianbandits.EmpiricalBayesNormalRegressor attribute) eb_updates_rejected_ (bayesianbandits.EmpiricalBayesGLM attribute) (bayesianbandits.EmpiricalBayesNormalRegressor attribute) EmpiricalBayesDirichletClassifier (class in bayesianbandits) EmpiricalBayesGammaRegressor (class in bayesianbandits) EmpiricalBayesGLM (class in bayesianbandits) EmpiricalBayesNormalRegressor (class in bayesianbandits) eps (bayesianbandits.SiftForgetting attribute) EpsilonGreedy (class in bayesianbandits) EXP3A (class in bayesianbandits) ExponentialForgetting (class in bayesianbandits) F FeatureWiseForgetting (class in bayesianbandits) fit() (bayesianbandits.BayesianGLM method) (bayesianbandits.DirichletClassifier method) (bayesianbandits.EmpiricalBayesDirichletClassifier method) (bayesianbandits.EmpiricalBayesGammaRegressor method) (bayesianbandits.EmpiricalBayesGLM method) (bayesianbandits.EmpiricalBayesNormalRegressor method) (bayesianbandits.GammaRegressor method) (bayesianbandits.NormalInverseGammaRegressor method) (bayesianbandits.NormalRegressor method) floor() (bayesianbandits.StabilizedForgetting method) FunctionArmFeaturizer (class in bayesianbandits) G GammaRegressor (class in bayesianbandits) I InformationDirectedSampling (class in bayesianbandits) J JOINT (bayesianbandits.DrawKind attribute) K known_alphas_ (bayesianbandits.DirichletClassifier attribute) L LaplaceApproximator (class in bayesianbandits) learner (bayesianbandits.Arm attribute) (bayesianbandits.LearnerPipeline property) LearnerPipeline (class in bayesianbandits) LipschitzContextualAgent (class in bayesianbandits) load_state_dict() (bayesianbandits.Agent method) (bayesianbandits.AgentPipeline method) (bayesianbandits.BayesianGLM method) (bayesianbandits.ContextualAgent method) (bayesianbandits.DirichletClassifier method) (bayesianbandits.EmpiricalBayesDirichletClassifier method) (bayesianbandits.EmpiricalBayesGammaRegressor method) (bayesianbandits.EmpiricalBayesGLM method) (bayesianbandits.EmpiricalBayesNormalRegressor method) (bayesianbandits.GammaRegressor method) (bayesianbandits.LearnerPipeline method) (bayesianbandits.LipschitzContextualAgent method) (bayesianbandits.NormalInverseGammaRegressor method) (bayesianbandits.NormalRegressor method) log_evidence_ (bayesianbandits.EmpiricalBayesDirichletClassifier attribute) (bayesianbandits.EmpiricalBayesGammaRegressor attribute) (bayesianbandits.EmpiricalBayesGLM attribute) (bayesianbandits.EmpiricalBayesNormalRegressor attribute) M MARGINAL_ONLY (bayesianbandits.DrawKind attribute) memory_usage (bayesianbandits.Agent property) (bayesianbandits.AgentPipeline property) (bayesianbandits.Arm property) (bayesianbandits.BayesianGLM property) (bayesianbandits.ContextualAgent property) (bayesianbandits.DirichletClassifier property) (bayesianbandits.EmpiricalBayesDirichletClassifier property) (bayesianbandits.EmpiricalBayesGammaRegressor property) (bayesianbandits.EmpiricalBayesGLM property) (bayesianbandits.EmpiricalBayesNormalRegressor property) (bayesianbandits.GammaRegressor property) (bayesianbandits.LaplaceApproximator property) (bayesianbandits.LearnerPipeline property) (bayesianbandits.LipschitzContextualAgent property) (bayesianbandits.NormalInverseGammaRegressor property) (bayesianbandits.NormalRegressor property) (bayesianbandits.RVGAApproximator property) memory_usage() (in module bayesianbandits) N n_classes_ (bayesianbandits.DirichletClassifier attribute) n_eb_iterations_ (bayesianbandits.EmpiricalBayesDirichletClassifier attribute) (bayesianbandits.EmpiricalBayesGammaRegressor attribute) (bayesianbandits.EmpiricalBayesGLM attribute) (bayesianbandits.EmpiricalBayesNormalRegressor attribute) n_features_ (bayesianbandits.BayesianGLM attribute) (bayesianbandits.DirichletClassifier attribute) (bayesianbandits.GammaRegressor attribute) (bayesianbandits.NormalInverseGammaRegressor attribute) (bayesianbandits.NormalRegressor attribute) n_gh_nodes (bayesianbandits.RVGAApproximator attribute) n_iter (bayesianbandits.LaplaceApproximator attribute) (bayesianbandits.RVGAApproximator attribute) named_steps (bayesianbandits.AgentPipeline property) (bayesianbandits.LearnerPipeline property) NormalInverseGammaRegressor (class in bayesianbandits) NormalRegressor (class in bayesianbandits) P partial_fit() (bayesianbandits.BayesianGLM method) (bayesianbandits.DirichletClassifier method) (bayesianbandits.EmpiricalBayesDirichletClassifier method) (bayesianbandits.EmpiricalBayesGammaRegressor method) (bayesianbandits.EmpiricalBayesGLM method) (bayesianbandits.EmpiricalBayesNormalRegressor method) (bayesianbandits.GammaRegressor method) (bayesianbandits.LearnerPipeline method) (bayesianbandits.NormalInverseGammaRegressor method) (bayesianbandits.NormalRegressor method) policy (bayesianbandits.Agent property) (bayesianbandits.AgentPipeline property) predict() (bayesianbandits.BayesianGLM method) (bayesianbandits.DirichletClassifier method) (bayesianbandits.EmpiricalBayesDirichletClassifier method) (bayesianbandits.EmpiricalBayesGammaRegressor method) (bayesianbandits.EmpiricalBayesGLM method) (bayesianbandits.EmpiricalBayesNormalRegressor method) (bayesianbandits.GammaRegressor method) (bayesianbandits.LearnerPipeline method) (bayesianbandits.NormalInverseGammaRegressor method) (bayesianbandits.NormalRegressor method) predict_proba() (bayesianbandits.DirichletClassifier method) (bayesianbandits.EmpiricalBayesDirichletClassifier method) prior_ (bayesianbandits.DirichletClassifier attribute) (bayesianbandits.GammaRegressor attribute) propensity_samples (bayesianbandits.ThompsonSampling attribute) pull() (bayesianbandits.Agent method) (bayesianbandits.AgentPipeline method) (bayesianbandits.Arm method) (bayesianbandits.ContextualAgent method) (bayesianbandits.LipschitzContextualAgent method) pull_with_probabilities() (bayesianbandits.Agent method) (bayesianbandits.AgentPipeline method) (bayesianbandits.ContextualAgent method) (bayesianbandits.LipschitzContextualAgent method) R random_state (bayesianbandits.LearnerPipeline property) rate (bayesianbandits.ExponentialForgetting attribute) (bayesianbandits.FeatureWiseForgetting attribute) (bayesianbandits.SiftForgetting attribute) (bayesianbandits.StabilizedForgetting attribute) remove_arm() (bayesianbandits.Agent method) (bayesianbandits.AgentPipeline method) (bayesianbandits.ContextualAgent method) (bayesianbandits.LipschitzContextualAgent method) reward_function (bayesianbandits.Arm attribute) rng (bayesianbandits.Agent property) (bayesianbandits.AgentPipeline property) (bayesianbandits.ContextualAgent property) (bayesianbandits.LipschitzContextualAgent property) RVGAApproximator (class in bayesianbandits) S sample() (bayesianbandits.Arm method) (bayesianbandits.BayesianGLM method) (bayesianbandits.DirichletClassifier method) (bayesianbandits.EmpiricalBayesDirichletClassifier method) (bayesianbandits.EmpiricalBayesGammaRegressor method) (bayesianbandits.EmpiricalBayesGLM method) (bayesianbandits.EmpiricalBayesNormalRegressor method) (bayesianbandits.GammaRegressor method) (bayesianbandits.LearnerPipeline method) (bayesianbandits.NormalInverseGammaRegressor method) (bayesianbandits.NormalRegressor method) sample_marginal() (bayesianbandits.Arm method) (bayesianbandits.BayesianGLM method) (bayesianbandits.EmpiricalBayesGLM method) (bayesianbandits.EmpiricalBayesNormalRegressor method) (bayesianbandits.LearnerPipeline method) (bayesianbandits.NormalInverseGammaRegressor method) (bayesianbandits.NormalRegressor method) sample_reward_space() (bayesianbandits.BayesianGLM method) (bayesianbandits.EmpiricalBayesGLM method) (bayesianbandits.EmpiricalBayesNormalRegressor method) (bayesianbandits.LearnerPipeline method) (bayesianbandits.NormalInverseGammaRegressor method) (bayesianbandits.NormalRegressor method) samples_needed (bayesianbandits.EpsilonGreedy property) (bayesianbandits.EXP3A property) (bayesianbandits.InformationDirectedSampling property) (bayesianbandits.ThompsonSampling property) (bayesianbandits.UpperConfidenceBound property) select() (bayesianbandits.EpsilonGreedy method) (bayesianbandits.EXP3A method) (bayesianbandits.InformationDirectedSampling method) (bayesianbandits.ThompsonSampling method) (bayesianbandits.UpperConfidenceBound method) select_for_update() (bayesianbandits.Agent method) (bayesianbandits.AgentPipeline method) (bayesianbandits.ContextualAgent method) (bayesianbandits.LipschitzContextualAgent method) select_with_drawn_probabilities() (bayesianbandits.EpsilonGreedy method) (bayesianbandits.EXP3A method) (bayesianbandits.InformationDirectedSampling method) (bayesianbandits.ThompsonSampling method) (bayesianbandits.UpperConfidenceBound method) select_with_probabilities() (bayesianbandits.EpsilonGreedy method) (bayesianbandits.EXP3A method) (bayesianbandits.InformationDirectedSampling method) (bayesianbandits.ThompsonSampling method) (bayesianbandits.UpperConfidenceBound method) shape_ (bayesianbandits.NormalInverseGammaRegressor property) SiftForgetting (class in bayesianbandits) StabilizedForgetting (class in bayesianbandits) state_dict() (bayesianbandits.Agent method) (bayesianbandits.AgentPipeline method) (bayesianbandits.BayesianGLM method) (bayesianbandits.ContextualAgent method) (bayesianbandits.DirichletClassifier method) (bayesianbandits.EmpiricalBayesDirichletClassifier method) (bayesianbandits.EmpiricalBayesGammaRegressor method) (bayesianbandits.EmpiricalBayesGLM method) (bayesianbandits.EmpiricalBayesNormalRegressor method) (bayesianbandits.GammaRegressor method) (bayesianbandits.LearnerPipeline method) (bayesianbandits.LipschitzContextualAgent method) (bayesianbandits.NormalInverseGammaRegressor method) (bayesianbandits.NormalRegressor method) T ThompsonSampling (class in bayesianbandits) tick() (bayesianbandits.ExponentialForgetting method) (bayesianbandits.StabilizedForgetting method) tol (bayesianbandits.LaplaceApproximator attribute) (bayesianbandits.RVGAApproximator attribute) transform() (bayesianbandits.AgentPipeline method) (bayesianbandits.ArmColumnFeaturizer method) (bayesianbandits.ArmFeaturizer method) (bayesianbandits.FunctionArmFeaturizer method) U update() (bayesianbandits.Agent method) (bayesianbandits.AgentPipeline method) (bayesianbandits.Arm method) (bayesianbandits.ContextualAgent method) (bayesianbandits.EpsilonGreedy method) (bayesianbandits.EXP3A method) (bayesianbandits.ExponentialForgetting method) (bayesianbandits.FeatureWiseForgetting method) (bayesianbandits.InformationDirectedSampling method) (bayesianbandits.LipschitzContextualAgent method) (bayesianbandits.SiftForgetting method) (bayesianbandits.StabilizedForgetting method) (bayesianbandits.ThompsonSampling method) (bayesianbandits.UpperConfidenceBound method) update_posterior() (bayesianbandits.LaplaceApproximator method) (bayesianbandits.RVGAApproximator method) UpperConfidenceBound (class in bayesianbandits) use_probit (bayesianbandits.RVGAApproximator attribute)