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 1,251 5,150 138 (4 issues need help) 26 Updated Jul 21, 2020

• pymc4

  A high-level probabilistic programming interface for TensorFlow Probability
  Jupyter Notebook Apache-2.0 101 660 39 (2 issues need help) 9 Updated Jul 20, 2020

• Theano-PyMC

  Forked from Theano/Theano

  Theano-PyMC is a fork of the Theano library maintained by the PyMC developers
  Python 2,514 8 6 0 Updated Jul 20, 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 5 36 17 (2 issues need help) 4 Updated Jul 18, 2020

• pymcon

  Website for PyMCon
  0 3 0 0 Updated Jul 15, 2020

• resources

  PyMC3 educational resources

  data-science data-analysis bayesian-inference bayesian-statistics
  Jupyter Notebook MIT 282 716 11 3 Updated Jul 1, 2020

• pymc

  THIS IS THE **OLD** PYMC PROJECT. PLEASE USE PYMC3 INSTEAD:
  Fortran AFL-3.0 230 883 15 1 Updated Apr 10, 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

  Forked from python3statement/python3statement.github.io
  CSS 124 0 0 0 Updated Jun 2, 2017

• uq_chapter

  Uncertainty quantification book chapter
  CSS 9 47 2 0 Updated Aug 13, 2015

• PyMC.tmbundle

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

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