Powerful add-ons for PyMC

PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

Python wrapper for nuts-rs

A implementation of NUTS in rust

Examples of PyMC models, including a library of Jupyter notebooks.

Bayesian Modeling and Probabilistic Programming in Python

PyTensor powered distributions

Numba support for sparse arrays

A backend for storing MCMC draws.