Probabilistic modeling through Bayesian inference using PyStan with demonstrative case study experiments from Christopher Bishop's Model-based Machine Learning.

"Probabilistic Programming & Bayesian Methods for Hackers" book ported to Stan (python)

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Phylogenetic inference using Stan

A simple library to run variational inference on Stan models.

Source code and data for the EDM 2022 paper

A python interface with Stan/PyStan Markov Chain Monte Carlo package

Replica Exchange Monte Carlo using PyStan2

Repository for https://qiita.com/akeyhero/items/894dd3b5c206325191ce [Japanese]

A surface language for programming Stan models using python syntax

A comparison of basic models written in pystan vs pymc3