Top 4 pymc open source projects

A python tutorial on bayesian modeling techniques (PyMC3)

✭ 2,332

Jupyter Notebook CSS tutorial bayesian-statistics pymc

Probabilistic Programming And Bayesian Methods For Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

✭ 23,912

Jupyter Notebook jupyter-notebook data-science statistics bayesian-methods pymc mathematical-analysis

sunode

Solve ODEs fast, with support for PyMC

✭ 67

Jupyter Notebook python c pymc ordinary-differential-equations sundials autodiff

symbolic-pymc

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

✭ 58

python Makefile theano tensorflow minikanren pymc bayesian symbolic-computation symbolic-math relational-programming

1-4 of 4 pymc projects