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Bayesian Modeling and Probabilistic Programming in Python

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

Python 571 151

pymc-extras

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Powerful add-ons for PyMC

Jupyter Notebook 127 74

pymc-examples

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

Python 358 301

pymc-resources

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PyMC educational resources

Jupyter Notebook 2k 761

Showing 10 of 38 repositories

nuts-rs Public
A implementation of NUTS in rust
pymc-devs/nuts-rs’s past year of commit activity
Rust 93MIT 11 3 1 UpdatedDec 17, 2025
pymc-bart Public
pymc-devs/pymc-bart’s past year of commit activity
Python 133 29 16 0 UpdatedDec 16, 2025
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
Python 571 151 315 (32 issues need help) 85 UpdatedDec 15, 2025
nutpie Public
Python wrapper for nuts-rs
pymc-devs/nutpie’s past year of commit activity
Python 181MIT 22 28 8 UpdatedDec 15, 2025
pymc Public
Bayesian Modeling and Probabilistic Programming in Python
pymc-devs/pymc’s past year of commit activity
Python 9,408 2,173 295 (32 issues need help) 139 UpdatedDec 15, 2025
pymc-extras Public
Powerful add-ons for PyMC
pymc-devs/pymc-extras’s past year of commit activity
Jupyter Notebook 127 74 99 (22 issues need help) 35 UpdatedDec 15, 2025
pymc-examples Public
Examples of PyMC models, including a library of Jupyter notebooks.
pymc-devs/pymc-examples’s past year of commit activity
Python 358MIT 301 159 (5 issues need help) 26 UpdatedDec 15, 2025
pymc-elicito Public
Expert prior elicitation with PyMC
pymc-devs/pymc-elicito’s past year of commit activity
Python 1Apache-2.00 4 1 UpdatedDec 5, 2025
mcbackend Public
A backend for storing MCMC draws.
pymc-devs/mcbackend’s past year of commit activity
Python 21AGPL-3.0 6 7 (2 issues need help) 0 UpdatedDec 2, 2025
video-timestamps Public
Crowd sourced timestamps for PyMC Youtube videos
pymc-devs/video-timestamps’s past year of commit activity
7CC0-1.0 13 1 (1 issue needs help) 0 UpdatedNov 28, 2025