OBP Package Reference

ope module

obp.ope.estimators

Off-Policy Estimators.

obp.ope.meta

Off-Policy Evaluation Class to Streamline OPE.

obp.ope.regression_model

Regression Model Class for Estimating Mean Reward Functions.

policy module

obp.policy.base

Base Interfaces for Bandit Algorithms.

obp.policy.contextfree

Context-Free Bandit Algorithms.

obp.policy.linear

Contextual Linear Bandit Algorithms.

obp.policy.logistic

Contextual Logistic Bandit Algorithms.

obp.policy.offline

Offline Bandit Algorithms.

dataset module

obp.dataset.base

Abstract Base Class for Logged Bandit Feedback.

obp.dataset.real

Dataset Class for Real-World Logged Bandit Feedback.

obp.dataset.synthetic

Class for Generating Synthetic Logged Bandit Feedback.

obp.dataset.multiclass

Class for Multi-Class Classification to Bandit Reduction.

simulator module

obp.simulator.simulator

Bandit Simulator.

others

obp.utils

Useful Tools.