PyMC

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Bayesian Modeling and Probabilistic Programming in Python

Python 9.6k 2.2k
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

Python 604 181
Powerful add-ons for PyMC

Jupyter Notebook 138 81
Examples of PyMC models, including a library of Jupyter notebooks.

Python 377 313
PyMC educational resources

Jupyter Notebook 2.1k 766

Showing 10 of 39 repositories

pymc Public
Bayesian Modeling and Probabilistic Programming in Python

pymc-devs/pymc’s past year of commit activity
pytensor Public
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

pymc-devs/pytensor’s past year of commit activity
nuts-rs Public
A implementation of NUTS in rust

pymc-devs/nuts-rs’s past year of commit activity

Rust
101
MIT
13 5 3
Updated Mar 31, 2026
nutpie Public
Python wrapper for nuts-rs

pymc-devs/nutpie’s past year of commit activity
mcbackend Public
A backend for storing MCMC draws.

pymc-devs/mcbackend’s past year of commit activity
pymc-devs/pymc-extras’s past year of commit activity
pymc-devs/pymc-bart’s past year of commit activity
pymc-examples Public
Examples of PyMC models, including a library of Jupyter notebooks.

pymc-devs/pymc-examples’s past year of commit activity
pymc-devs/pytensor-distributions’s past year of commit activity

Python
5
Apache-2.0
3 5 0
Updated Mar 2, 2026
pymc-devs/numba-sparse’s past year of commit activity

5
Apache-2.0
1 0 0
Updated Jan 29, 2026