pymc-devs repositories

45 repositories

pytensor
Public
PyTensor allows you to define, optimize, and efficiently evaluate mathematical expressions involving multi-dimensional arrays.
statistics ai deep-learning
statistics ai deep-learning bayesian-inference computational-science
Python
•
Other
•220•645•340•153•Updated Oct 12, 2026Oct 12, 2026
pymc.io
Public
PyMC project website and blog!
Jupyter Notebook
•
Apache License 2.0
•66•24•20•3•Updated Oct 11, 2026Oct 11, 2026
ptgp
Public
GPs in PyTensor
python machine-learning pymc
python machine-learning pymc probabilistic-programming bayesian-inference gaussian-processes variational-inference pytensor
Jupyter Notebook
•
MIT License
•5•11•17•10•Updated Oct 10, 2026Oct 10, 2026
pymc-bart
Public
Python
•
Other
•33•157•20•0•Updated Oct 10, 2026Oct 10, 2026
video-timestamps
Public
Crowd sourced timestamps for PyMC Youtube videos
hacktoberfest
hacktoberfest
Creative Commons Zero v1.0 Universal
•15•7•2•1•Updated Oct 9, 2026Oct 9, 2026
pymc
Public
Bayesian Modeling and Probabilistic Programming in Python
python statistical-analysis probabilistic-programming
python statistical-analysis probabilistic-programming bayesian-inference mcmc variational-inference pytensor
Python
•
Other
•2.3k•9.8k•316•207•Updated Oct 8, 2026Oct 8, 2026
pytensor-ml
Public
Neural Network package built on Pytensor
Python
•
Apache License 2.0
•7•9•12•3•Updated Oct 6, 2026Oct 6, 2026
pytensor-distributions
Public
PyTensor powered distributions
Python
•
Apache License 2.0
•4•5•6•1•Updated Oct 6, 2026Oct 6, 2026
nutpie
Public
Python wrapper for nuts-rs
Python
•
MIT License
•28•208•34•13•Updated Oct 5, 2026Oct 5, 2026
pymc-extras
Public
Powerful add-ons for PyMC
python analytics modeling
python analytics modeling bayesian-statistics
Jupyter Notebook
•
Other
•92•143•106•56•Updated Oct 4, 2026Oct 4, 2026
pymc-examples
Public
Examples of PyMC models, including a library of Jupyter notebooks.
closember
closember
Python
•
MIT License
•328•400•168•30•Updated Oct 3, 2026Oct 3, 2026
nuts-rs
Public
A implementation of NUTS in rust
Rust
•
MIT License
•18•110•5•2•Updated Oct 2, 2026Oct 2, 2026
pymc-model-catalogue
Public
Python
•3•7•1•1•Updated Sep 27, 2026Sep 27, 2026
pymc-agent-skills
Public
LLM agent skill files for PyMC and PyTensor
Python
•
MIT License
•1•5•0•0•Updated Sep 12, 2026Sep 12, 2026
pymc-prop
Public
Python
•
Apache License 2.0
•3•4•1•0•Updated Aug 28, 2026Aug 28, 2026
bartrs
Public
High-performance Rust-based particle Gibbs sampler for Bayesian additive regression trees
Rust
•
Other
•3•8•9•1•Updated Aug 16, 2026Aug 16, 2026
mcbackend
Public
A backend for storing MCMC draws.
Python
•
GNU Affero General Public License v3.0
•6•22•7•3•Updated Jun 22, 2026Jun 22, 2026
numba-sparse
Public
Numba support for sparse arrays
Apache License 2.0
•1•5•0•0•Updated Jan 29, 2026Jan 29, 2026
pymc-elicito
Public
Expert prior elicitation with PyMC
Python
•
Apache License 2.0
•0•1•4•1•Updated Dec 5, 2025Dec 5, 2025
pymc-data-umbrella
Public
Website: Data Umbrella & PyMC open source sessions
python opensource datascience
python opensource datascience pymc probabilistic-programming bayesian sprint
Jupyter Notebook
•
MIT License
•36•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•1•0•0•Updated Sep 6, 2025Sep 6, 2025
pymcon_web_series_website
Public
HTML
•10•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•3•15•2•Updated Mar 18, 2025Mar 18, 2025
pymc-resources
Public
PyMC educational resources
data-science data-analysis bayesian-inference
data-science data-analysis bayesian-inference bayesian-statistics
Jupyter Notebook
•
MIT License
•762•2.1k•25•14•Updated Dec 23, 2024Dec 23, 2024
posteriordb
Public
Database with posteriors of interest for Bayesian inference
Stan
•51•2•0•1•Updated Aug 14, 2024Aug 14, 2024
sunode
Public
Solve ODEs fast, with support for PyMC
pymc ordinary-differential-equations sundials
pymc ordinary-differential-equations sundials autodiff
Jupyter Notebook
•
MIT License
•10•123•9•0•Updated May 13, 2024May 13, 2024
symbolic-pymc
Public
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.
theano tensorflow minikanren
theano tensorflow minikanren pymc probabilistic-programming bayesian symbolic-computation symbolic-math relational-programming
Python
•
Other
•8•66•16•4•Updated Mar 20, 2024Mar 20, 2024

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45 repositories

pytensor

pymc.io

ptgp

pymc-bart

video-timestamps

pymc

pytensor-ml

pytensor-distributions

nutpie

pymc-extras

pymc-examples

nuts-rs

pymc-model-catalogue

pymc-agent-skills

pymc-prop

bartrs

mcbackend

numba-sparse

pymc-elicito

pymc-data-umbrella

.github

design-notes

pymcon_web_series_website

brand

pymc-sphinx-theme

pytensor-workshop

pymc-resources

posteriordb

sunode

symbolic-pymc

Repositories list

45 repositories