Repositories list

• pymc-examples

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

  closember

  Python

  •

  MIT License

  •298•357•159•25•Updated Dec 2, 2025Dec 2, 2025

• pymc

  Public
  Bayesian Modeling and Probabilistic Programming in Python

  pythonstatistical-analysisprobabilistic-programming+ 4bayesian-inferencemcmcvariational-inferencepytensor

  Python

  •

  Other

  •2.2k•9.4k•294•125•Updated Dec 2, 2025Dec 2, 2025

• mcbackend

  Public
  A backend for storing MCMC draws.

  Python

  •

  GNU Affero General Public License v3.0

  •6•21•7•0•Updated Dec 2, 2025Dec 2, 2025

• nutpie

  Public
  Python wrapper for nuts-rs

  Python

  •

  MIT License

  •22•181•27•5•Updated Dec 2, 2025Dec 2, 2025

• pymc-bart

  Public
  Python

  •

  Other

  •29•131•16•0•Updated Dec 1, 2025Dec 1, 2025

• pytensor

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

  statisticsaideep-learning+ 2bayesian-inferencecomputational-science

  Python

  •

  Other

  •149•564•316•91•Updated Dec 1, 2025Dec 1, 2025

• pymc-extras

  Public
  Powerful add-ons for PyMC

  pythonanalyticsmodeling+ 1bayesian-statistics

  Jupyter Notebook

  •

  Other

  •73•126•99•31•Updated Dec 1, 2025Dec 1, 2025

• video-timestamps

  Public
  Crowd sourced timestamps for PyMC Youtube videos

  hacktoberfest

  Creative Commons Zero v1.0 Universal

  •13•7•1•0•Updated Nov 28, 2025Nov 28, 2025

• nuts-rs

  Public
  A implementation of NUTS in rust

  Rust

  •

  MIT License

  •11•88•3•1•Updated Nov 27, 2025Nov 27, 2025

• pymc-elicito

  Public
  Expert prior elicitation with PyMC

  Python

  •

  Apache License 2.0

  •0•1•4•1•Updated Nov 21, 2025Nov 21, 2025

• distributions

  Public
  PyTensor powered distributions

  Python

  •1•3•3•2•Updated Nov 4, 2025Nov 4, 2025

• pymc.io

  Public
  PyMC project website and blog!

  Jupyter Notebook

  •

  Apache License 2.0

  •58•21•18•1•Updated Nov 2, 2025Nov 2, 2025

• pymc-data-umbrella

  Public
  Website: Data Umbrella & PyMC open source sessions

  pythonopensourcedatascience+ 4pymcprobabilistic-programmingbayesiansprint

  Jupyter Notebook

  •

  MIT License

  •38•26•11•0•Updated Oct 28, 2025Oct 28, 2025

• .github

  Public
  0•0•0•0•Updated Sep 24, 2025Sep 24, 2025

• design-notes

  Public
  Jupyter Notebook

  •

  Apache License 2.0

  •0•0•0•0•Updated Sep 6, 2025Sep 6, 2025

• pymcon_web_series_website

  Public
  HTML

  •12•5•11•1•Updated Aug 9, 2025Aug 9, 2025

• brand

  Public
  Branding resources, logos

  Apache License 2.0

  •3•3•6•0•Updated Jul 6, 2025Jul 6, 2025

• pymc-sphinx-theme

  Public
  A thin sphinx theme to customize pydata-sphinx-theme consistently cross PyMC websites.

  HTML

  •

  Other

  •2•1•0•0•Updated May 12, 2025May 12, 2025

• pytensor-workshop

  Public
  Workshop on PyTensor basics

  Jupyter Notebook

  •

  MIT License

  •1•4•15•2•Updated Mar 18, 2025Mar 18, 2025

• pymc-resources

  Public
  PyMC educational resources

  data-sciencedata-analysisbayesian-inference+ 1bayesian-statistics

  Jupyter Notebook

  •

  MIT License

  •759•2k•25•15•Updated Dec 23, 2024Dec 23, 2024

• posteriordb

  Public
  Database with posteriors of interest for Bayesian inference

  Stan

  •42•1•0•1•Updated Aug 14, 2024Aug 14, 2024

• sunode

  Public
  Solve ODEs fast, with support for PyMC

  pymcordinary-differential-equationssundials+ 1autodiff

  Jupyter Notebook

  •

  MIT License

  •10•117•11•0•Updated May 13, 2024May 13, 2024

• symbolic-pymc

  Public
  Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.

  theanotensorflowminikanren+ 6pymcprobabilistic-programmingbayesiansymbolic-computationsymbolic-mathrelational-programming

  Python

  •

  Other

  •8•64•16•4•Updated Mar 20, 2024Mar 20, 2024

• pymc_workflow_analyzer

  Public
  Python

  •

  Apache License 2.0

  •1•3•5•1•Updated Nov 11, 2023Nov 11, 2023

• paper_v5

  Public
  Jupyter Notebook

  •

  GNU General Public License v3.0

  •3•2•1•0•Updated Jul 6, 2023Jul 6, 2023

• communication

  Public
  1•1•1•0•Updated Mar 4, 2023Mar 4, 2023

• pymc-hmm

  Public
  Hidden Markov models in PyMC

  Python

  •

  Other

  •13•2•0•0•Updated Feb 3, 2023Feb 3, 2023

• pymcon

  Public
  Website for PyMCon

  hacktoberfest

  HTML

  •

  GNU General Public License v3.0

  •11•5•5•1•Updated Jan 15, 2023Jan 15, 2023

• pymc-sandbox

  Public
  Binder environment config for example notebook to run on

  Apache License 2.0

  •0•0•1•0•Updated Dec 28, 2022Dec 28, 2022

• aeppl

  Public
  Tools for an Aesara-based PPL.

  Python

  •

  MIT License

  •20•0•0•0•Updated Nov 3, 2022Nov 3, 2022