CmdStanPy

Python interface to Stan for running Bayesian models within Python workflows.

Details

CmdStanPy is Stan's official Python interface for compiling and running Stan models in a Python environment, performing Bayesian inference, MCMC sampling and model diagnostics. It suits Python users doing Bayesian modelling and statistical analysis.

Use cases: Stan Python interface, Bayesian modelling, MCMC, Python statistics, model diagnostics

Note: Requires installing CmdStan and understanding Stan model syntax and sampling diagnostics.