Index

_

__init__() (bayesianbandits.Agent method) (bayesianbandits.api.Agent method) (bayesianbandits.api.ContextualAgent method) (bayesianbandits.api.EpsilonGreedy method) (bayesianbandits.api.ThompsonSampling method) (bayesianbandits.api.UpperConfidenceBound method) (bayesianbandits.Arm method) (bayesianbandits.Bandit method) (bayesianbandits.ContextualAgent method) (bayesianbandits.DirichletClassifier method) (bayesianbandits.EpsilonGreedy method) (bayesianbandits.GammaRegressor method) (bayesianbandits.NormalInverseGammaRegressor method) (bayesianbandits.NormalRegressor method) (bayesianbandits.ThompsonSampling method) (bayesianbandits.UpperConfidenceBound method)

A

a_ (bayesianbandits.NormalInverseGammaRegressor attribute) Agent (class in bayesianbandits) (class in bayesianbandits.api) Arm (class in bayesianbandits) arm_to_update (bayesianbandits.Agent attribute) (bayesianbandits.api.Agent attribute) (bayesianbandits.api.ContextualAgent attribute) (bayesianbandits.ContextualAgent attribute)

arms (bayesianbandits.Agent attribute) (bayesianbandits.api.Agent attribute) (bayesianbandits.api.ContextualAgent attribute) (bayesianbandits.Bandit attribute) (bayesianbandits.ContextualAgent attribute)

B

b_ (bayesianbandits.NormalInverseGammaRegressor attribute) Bandit (class in bayesianbandits) bayesianbandits module

bayesianbandits.api module

C

cache (bayesianbandits.Bandit attribute) classes_ (bayesianbandits.DirichletClassifier attribute) coef_ (bayesianbandits.GammaRegressor attribute) (bayesianbandits.NormalInverseGammaRegressor attribute) (bayesianbandits.NormalRegressor attribute)

contextual() (in module bayesianbandits) ContextualAgent (class in bayesianbandits) (class in bayesianbandits.api) cov_inv_ (bayesianbandits.NormalInverseGammaRegressor attribute) (bayesianbandits.NormalRegressor attribute)

D

DelayedRewardException

DelayedRewardWarning DirichletClassifier (class in bayesianbandits)

E

epsilon_greedy() (in module bayesianbandits)

EpsilonGreedy (class in bayesianbandits) (class in bayesianbandits.api)

G

GammaRegressor (class in bayesianbandits)

K

known_alphas_ (bayesianbandits.DirichletClassifier attribute)

L

last_arm_pulled (bayesianbandits.Bandit attribute)

learner (bayesianbandits.Bandit attribute)

M

module bayesianbandits bayesianbandits.api

N

n_classes_ (bayesianbandits.DirichletClassifier attribute) n_features_ (bayesianbandits.DirichletClassifier attribute) (bayesianbandits.NormalInverseGammaRegressor attribute)

NormalInverseGammaRegressor (class in bayesianbandits) NormalRegressor (class in bayesianbandits)

P

policy (bayesianbandits.Agent attribute) (bayesianbandits.api.Agent attribute) (bayesianbandits.api.ContextualAgent attribute) (bayesianbandits.Bandit attribute) (bayesianbandits.ContextualAgent attribute)

prior_ (bayesianbandits.DirichletClassifier attribute)

R

restless() (in module bayesianbandits) rng (bayesianbandits.api.ContextualAgent attribute) (bayesianbandits.Bandit attribute) (bayesianbandits.ContextualAgent attribute)

T

thompson_sampling() (in module bayesianbandits)

ThompsonSampling (class in bayesianbandits) (class in bayesianbandits.api)

U

upper_confidence_bound() (in module bayesianbandits)

UpperConfidenceBound (class in bayesianbandits) (class in bayesianbandits.api)