PyMC

pymc

Bayesian Modeling and Probabilistic Programming in Python

pymc-resources

PyMC educational resources

pymc2

THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:

pymc4

(Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.

pytensor

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

pymc-examples

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

nutpie

Python wrapper for nuts-rs

sunode

Solve ODEs fast, with support for PyMC

pymc-bart

pymc-extras

Powerful add-ons for PyMC

nuts-rs

A implementation of NUTS in rust

symbolic-pymc

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

pymc-data-umbrella

Website: Data Umbrella & PyMC open source sessions

mcbackend

A backend for storing MCMC draws.

pymc.io

PyMC project website and blog!

video-timestamps

Crowd sourced timestamps for PyMC Youtube videos

pymcon

Website for PyMCon

pymcon_web_series_website

pymc_workflow_analyzer

brand

Branding resources, logos

paper_v5

pytensor-workshop

Workshop on PyTensor basics

communication

design-notes

posteriordb

Database with posteriors of interest for Bayesian inference

pymc-hmm

Hidden Markov models in PyMC

pymc-sphinx-theme

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

.github

aeppl

Tools for an Aesara-based PPL.

pymc-sandbox

Binder environment config for example notebook to run on