PyMC

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36 repositories

nutpie
Public
Python wrapper for nuts-rs
Python
•
MIT License
•20•170•26•4•Updated Aug 7, 2025Aug 7, 2025
pytensor
Public
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
statistics ai deep-learning bayesian-inference computational-science
Python
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Other
•138•512•285•67•Updated Aug 7, 2025Aug 7, 2025
pymc-examples
Public
Examples of PyMC models, including a library of Jupyter notebooks.
closember
Python
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MIT License
•281•341•155•24•Updated Aug 7, 2025Aug 7, 2025
pymc-extras
Public
Powerful add-ons for PyMC
python analytics modeling bayesian-statistics
Jupyter Notebook
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Other
•70•109•82•31•Updated Aug 5, 2025Aug 5, 2025
.github
Public
0•0•0•0•Updated Aug 5, 2025Aug 5, 2025
pymc
Public
Bayesian Modeling and Probabilistic Programming in Python
python statistical-analysis probabilistic-programming bayesian-inference mcmc variational-inference pytensor
Python
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Other
•2.1k•9.2k•290•106•Updated Aug 4, 2025Aug 4, 2025
pymc-bart
Public
Python
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Other
•22•121•22•1•Updated Aug 4, 2025Aug 4, 2025
brand
Public
Branding resources, logos
Apache License 2.0
•3•3•6•0•Updated Jul 6, 2025Jul 6, 2025
pymc.io
Public
PyMC project website and blog!
Jupyter Notebook
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Apache License 2.0
•54•20•19•1•Updated Jul 4, 2025Jul 4, 2025
nuts-rs
Public
A implementation of NUTS in rust
Rust
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MIT License
•9•84•2•1•Updated May 27, 2025May 27, 2025
pymc-sphinx-theme
Public
A thin sphinx theme to customize pydata-sphinx-theme consistently cross PyMC websites.
HTML
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Other
•2•1•0•0•Updated May 12, 2025May 12, 2025
mcbackend
Public
A backend for storing MCMC draws.
Python
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GNU Affero General Public License v3.0
•6•20•6•0•Updated Apr 29, 2025Apr 29, 2025
pytensor-workshop
Public
Workshop on PyTensor basics
Jupyter Notebook
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MIT License
•1•3•15•2•Updated Mar 18, 2025Mar 18, 2025
pymc-resources
Public
PyMC educational resources
data-science data-analysis bayesian-inference bayesian-statistics
Jupyter Notebook
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MIT License
•755•2k•25•15•Updated Dec 23, 2024Dec 23, 2024
posteriordb
Public
Database with posteriors of interest for Bayesian inference
Stan
•42•1•0•0•Updated Aug 14, 2024Aug 14, 2024
pymc-data-umbrella
Public
Website: Data Umbrella & PyMC open source sessions
python opensource datascience pymc probabilistic-programming bayesian sprint
Jupyter Notebook
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MIT License
•38•26•11•0•Updated May 28, 2024May 28, 2024
sunode
Public
Solve ODEs fast, with support for PyMC
pymc ordinary-differential-equations sundials autodiff
Jupyter Notebook
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MIT License
•10•114•11•0•Updated May 13, 2024May 13, 2024
design-notes
Public
Apache License 2.0
•0•0•0•0•Updated May 1, 2024May 1, 2024
symbolic-pymc
Public
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
probabilistic-programming bayesian symbolic-computation symbolic-math relational-programming theano tensorflow minikanren pymc
Python
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Other
•8•62•16•4•Updated Mar 20, 2024Mar 20, 2024
video-timestamps
Public
Crowd sourced timestamps for PyMC Youtube videos
hacktoberfest
Creative Commons Zero v1.0 Universal
•12•7•1•0•Updated Mar 20, 2024Mar 20, 2024
pymcon_web_series_website
Public
HTML
•12•5•11•2•Updated Feb 9, 2024Feb 9, 2024
pymc_workflow_analyzer
Public
Python
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Apache License 2.0
•1•3•5•1•Updated Nov 11, 2023Nov 11, 2023
paper_v5
Public
Jupyter Notebook
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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
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Other
•13•1•0•0•Updated Feb 3, 2023Feb 3, 2023
pymcon
Public
Website for PyMCon
hacktoberfest
HTML
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GNU General Public License v3.0
•12•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
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MIT License
•20•0•0•0•Updated Nov 3, 2022Nov 3, 2022
pymc4
Public
(Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.
Jupyter Notebook
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Apache License 2.0
•112•712•40•0•Updated Oct 4, 2021Oct 4, 2021
pymc2
Public
THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:
Fortran
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Other
•225•877•18•0•Updated Jul 30, 2020Jul 30, 2020