PyMC

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Bayesian Modeling and Probabilistic Programming in Python

Python 9.5k 2.2k
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.

Python 600 179
Powerful add-ons for PyMC

Jupyter Notebook 135 81
Examples of PyMC models, including a library of Jupyter notebooks.

Python 374 312
PyMC educational resources

Jupyter Notebook 2.1k 765

Showing 10 of 39 repositories

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
pymc Public
Bayesian Modeling and Probabilistic Programming in Python

pymc-devs/pymc’s past year of commit activity
pymc-devs/pymc-extras’s past year of commit activity
nutpie Public
Python wrapper for nuts-rs

pymc-devs/nutpie’s past year of commit activity

Python
192
MIT
24 32 8
Updated Mar 16, 2026
pymc-devs/pymc-bart’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
98
MIT
12 3 4
Updated Mar 13, 2026
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
mcbackend Public
A backend for storing MCMC draws.

pymc-devs/mcbackend’s past year of commit activity