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BayesPy is an open-source Python software package for performing variationalBayesian inference. It is based on the variational message passing frameworkand supports conjugate exponential family models. By removing the tedious taskof implementing the variational Bayesian update equations, the user canconstruct models faster and in a less error-prone way. Simple syntax, flexiblemodel construction and efficient inference make BayesPy suitable for bothaverage and expert Bayesian users. It also supports some advanced methods suchas stochastic and collapsed variational inference.

BayesPy: Variational Bayesian Inference in Python