Index

The methods pages document the public API of the modules that live in the BayesDensity monorepo. To get an overview of the functionality common to all BayesDensity models, it is strongly recommended to read the general API page before studying the individual method docs.

Overview

The following table provides a complete list of all the models available in BayesDensity, the corresponding module, along with the algorithms that are currently available for posterior inference.

ModelMCMCVIModule
BSplineMixtureBayesDensityBSplineMixture
FiniteGaussianMixtureBayesDensityFiniteGaussianMixture
HistSmootherBayesDensityHistSmoother
PitmanYorMixtureBayesDensityPitmanYorMixture
RandomBernsteinPolyBayesDensityRandomBernsteinPoly
RandomFiniteGaussianMixtureBayesDensityFiniteGaussianMixture