Policies.Posterior package

Posteriors for Bayesian Index policies:

• Beta is the default for Thompson Sampling and BayesUCB, ideal for Bernoulli experiments,

• Gamma and Gauss are more suited for respectively Poisson and Gaussian arms,

• DiscountedBeta is the default for Policies.DiscountedThompson Sampling, ideal for Bernoulli experiments on non stationary bandits.

Submodules

• Policies.Posterior.Beta module
• Policies.Posterior.DiscountedBeta module
• Policies.Posterior.Gamma module
• Policies.Posterior.Gauss module
• Policies.Posterior.Posterior module
• Policies.Posterior.with_proba module