PyMC

pymc3
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

Python 5,969 1,424 206 (30 issues need help) 26 Updated Aug 24, 2021
resources
PyMC3 educational resources

Jupyter Notebook 1,064 MIT 433 12 (1 issue needs help) 4 Updated Aug 22, 2021
pymc-examples
Examples of PyMC3 models, including a library of Jupyter notebooks.

Python 62 MIT 37 109 (2 issues need help) 15 Updated Aug 21, 2021
pymc4
Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.

Jupyter Notebook 710 Apache-2.0 110 40 (2 issues need help) 9 Updated Nov 14, 2020
pymcon
Website for PyMCon

HTML 4 GPL-3.0 11 5 (1 issue needs help) 1 Updated Oct 31, 2020
symbolic-pymc
Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.

Python 50 9 16 (2 issues need help) 3 Updated Sep 1, 2020
pymc
THIS IS THE **OLD** PYMC PROJECT. PLEASE USE PYMC3 INSTEAD:

Fortran 896 AFL-3.0 234 18 1 Updated Jul 30, 2020
.github

0 0 0 0 Updated Jul 24, 2020
pymc3-experimental
PyMC3 experimental features not ready to be included in PyMC3 (yet)

Python 4 Apache-2.0 1 0 0 Updated Mar 10, 2019
pymc4_prototypes
Experimental code for porting PyMC to alternative backends

Jupyter Notebook 26 MIT 5 2 1 Updated Feb 21, 2018

Pinned