PyMC

Repositories

• pymc3

  Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano

  python theano statistical-analysis probabilistic-programming bayesian-inference mcmc variational-inference
  Python 1,362 5,620 154 (12 issues need help) 15 Updated Mar 15, 2021

• aesara

  Aesara is a fork of the Theano library that is maintained by the PyMC developers. It was previously named Theano-PyMC.

  theano automatic-differentiation transpiler tensors symbolic-computation
  Python 42 142 74 (40 issues need help) 6 Updated Mar 14, 2021

• pymc-examples

  Examples of PyMC3 models, including a library of Jupyter notebooks.
  Python MIT 13 37 11 (2 issues need help) 5 Updated Mar 14, 2021

• resources

  PyMC3 educational resources

  data-science data-analysis bayesian-inference bayesian-statistics
  Jupyter Notebook MIT 366 925 11 (1 issue needs help) 7 Updated Mar 7, 2021

• pymc4

  Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.
  Jupyter Notebook Apache-2.0 112 715 40 (2 issues need help) 9 Updated Nov 14, 2020

• pymcon

  Website for PyMCon

  hacktoberfest
  HTML GPL-3.0 11 4 5 (1 issue needs help) 1 Updated Oct 31, 2020

• symbolic-pymc

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

  theano tensorflow minikanren pymc probabilistic-programming bayesian symbolic-computation
  Python 6 47 16 (2 issues need help) 3 Updated Sep 1, 2020

• pymc

  THIS IS THE **OLD** PYMC PROJECT. PLEASE USE PYMC3 INSTEAD:
  Fortran AFL-3.0 232 891 16 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 Apache-2.0 1 4 0 0 Updated Mar 10, 2019

• pymc4_prototypes

  Experimental code for porting PyMC to alternative backends
  Jupyter Notebook MIT 4 26 2 1 Updated Feb 21, 2018

• python3statement.github.io Archived

  Forked from python3statement/python3statement.github.io
  CSS 123 0 0 0 Updated Jun 2, 2017

• uq_chapter Archived

  Uncertainty quantification book chapter
  CSS 10 47 2 0 Updated Aug 13, 2015

• PyMC.tmbundle Archived

  TextMate bundle for PyMC
  0 1 0 0 Updated Feb 22, 2011

• pymc-doc Archived
  JavaScript 2 2 0 0 Updated May 5, 2009