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

A surface language for programming Stan models using python syntax

A simple library to run variational inference on Stan models.

Phylogenetic inference using Stan

Source code and data for the EDM 2022 paper

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

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

Replica Exchange Monte Carlo using PyStan2

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

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

A comparison of basic models written in pystan vs pymc3