Index

A

argmax() (in module ilovebandits.mab.utils) (in module ilovebandits.utils)

B

BaseAgent (class in ilovebandits.mab.agents) BaseContextualAgent (class in ilovebandits.agents) BaseScaler (class in ilovebandits.mab.q_estimators)

BaseTreeEnsembleContextualAgent (class in ilovebandits.agents) BernoulliBinarizationScaler (class in ilovebandits.mab.q_estimators) BootStrapConAgent (class in ilovebandits.agents)

D

DataBasedBanditFromPandas (class in ilovebandits.data_bandits.base)

download_data() (in module ilovebandits.data_bandits.utils)

E

EpsGreedyConAgent (class in ilovebandits.agents) EpsilonGreedyAgent (class in ilovebandits.mab.agents) estimate() (ilovebandits.mab.q_estimators.QEstBase method) (ilovebandits.mab.q_estimators.QEstFixedStep method) (ilovebandits.mab.q_estimators.QEstMean method) (ilovebandits.mab.q_estimators.QThompSamp method)

estimate_means_vars() (ilovebandits.agents.BaseTreeEnsembleContextualAgent method) estimate_qvals() (ilovebandits.agents.BootStrapConAgent method) (ilovebandits.agents.GreedyConAgent method)

F

fetch_data_without_header() (in module ilovebandits.data_bandits.utils) find_max_indices() (in module ilovebandits.mab.utils) (in module ilovebandits.utils)

find_max_numbers() (in module ilovebandits.mab.utils) (in module ilovebandits.utils)

G

GenrlBanditDataLoader (class in ilovebandits.data_bandits.utils) get_current_context() (ilovebandits.data_bandits.base.DataBasedBanditFromPandas method) get_data() (ilovebandits.data_bandits.utils.GenrlBanditDataLoader method)

get_expected_values() (ilovebandits.mab.q_estimators.QThompSamp method) get_statlog_shuttle_data() (ilovebandits.data_bandits.utils.GenrlBanditDataLoader method) GreedyAgent (class in ilovebandits.mab.agents) GreedyConAgent (class in ilovebandits.agents)

I

ilovebandits module ilovebandits.agents module ilovebandits.data_bandits module ilovebandits.data_bandits.base module ilovebandits.data_bandits.utils module ilovebandits.mab module

ilovebandits.mab.agents module ilovebandits.mab.q_estimators module ilovebandits.mab.utils module ilovebandits.sim module ilovebandits.utils module is_fitted() (in module ilovebandits.utils)

M

module ilovebandits ilovebandits.agents ilovebandits.data_bandits ilovebandits.data_bandits.base ilovebandits.data_bandits.utils ilovebandits.mab ilovebandits.mab.agents ilovebandits.mab.q_estimators ilovebandits.mab.utils ilovebandits.sim ilovebandits.utils

N

NoRewardsReceivedError

NotAbleToUpdateBanditError

P

partial_fast_update() (ilovebandits.agents.BaseTreeEnsembleContextualAgent method)

Q

QEstBase (class in ilovebandits.mab.q_estimators) QEstFixedStep (class in ilovebandits.mab.q_estimators)

QEstMean (class in ilovebandits.mab.q_estimators) QThompSamp (class in ilovebandits.mab.q_estimators)

R

RandomAgent (class in ilovebandits.mab.agents) RandomForestTsAgent (class in ilovebandits.agents) RandomForestUcbAgent (class in ilovebandits.agents) reset_agent() (ilovebandits.agents.BaseContextualAgent method) (ilovebandits.agents.BaseTreeEnsembleContextualAgent method) (ilovebandits.agents.BootStrapConAgent method) (ilovebandits.agents.GreedyConAgent method) (ilovebandits.agents.RandomForestUcbAgent method) (ilovebandits.mab.agents.BaseAgent method) (ilovebandits.mab.agents.TSAgent method) (ilovebandits.mab.agents.UCBAgent method)

reset_agent_and_env() (ilovebandits.sim.SimContBandit method) (ilovebandits.sim.SimMabBandit method) reset_arm_counts() (ilovebandits.mab.q_estimators.QEstBase method) reset_env() (ilovebandits.data_bandits.base.DataBasedBanditFromPandas method) reset_only_estimator() (ilovebandits.mab.agents.BaseAgent method)

S

sample_qvals() (ilovebandits.agents.BaseTreeEnsembleContextualAgent method) (ilovebandits.agents.RandomForestTsAgent method) (ilovebandits.agents.RandomForestUcbAgent method) sample_thetas() (ilovebandits.mab.q_estimators.QThompSamp method) scale() (ilovebandits.mab.q_estimators.BaseScaler method) (ilovebandits.mab.q_estimators.BernoulliBinarizationScaler method)

SimContBandit (class in ilovebandits.sim) SimMabBandit (class in ilovebandits.sim) simulate() (ilovebandits.sim.SimContBandit method) (ilovebandits.sim.SimMabBandit method)

T

take_action() (ilovebandits.agents.BaseContextualAgent method) (ilovebandits.mab.agents.BaseAgent method) (ilovebandits.mab.agents.EpsilonGreedyAgent method) (ilovebandits.mab.agents.GreedyAgent method) (ilovebandits.mab.agents.RandomAgent method) (ilovebandits.mab.agents.TSAgent method) (ilovebandits.mab.agents.UCBAgent method) take_agent_action() (ilovebandits.agents.BaseContextualAgent method) (ilovebandits.agents.BaseTreeEnsembleContextualAgent method) (ilovebandits.agents.BootStrapConAgent method) (ilovebandits.agents.EpsGreedyConAgent method) (ilovebandits.agents.GreedyConAgent method) (ilovebandits.agents.RandomForestTsAgent method) (ilovebandits.agents.RandomForestUcbAgent method)

take_random_action() (ilovebandits.agents.BaseContextualAgent method) take_reward_of_arm() (ilovebandits.data_bandits.base.DataBasedBanditFromPandas method) try_data_download() (in module ilovebandits.data_bandits.utils) TSAgent (class in ilovebandits.mab.agents)

U

ucb_uncertainty() (in module ilovebandits.mab.utils) UCBAgent (class in ilovebandits.mab.agents)

update_agent() (ilovebandits.agents.BaseContextualAgent method) (ilovebandits.agents.BootStrapConAgent method) (ilovebandits.agents.GreedyConAgent method)

W

with_proba() (ilovebandits.mab.q_estimators.BernoulliBinarizationScaler method)