bayesian-inference topic

A list of time-lasting classic books, which not only help you figure out how it works, but also grasp when it works and why it works in that way.

hao-lh

Machine learning, in numpy

ddbourgin

Deep universal probabilistic programming with Python and PyTorch

pyro-ppl

Bayesian Modeling and Probabilistic Programming in Python

pymc-devs

Stan development repository. The master branch contains the current release. The develop branch contains the latest stable development. See the Developer Process Wiki for details.

stan-dev

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

thu-ml

Fast and Easy Infinite Neural Networks in Python

google

Bayesian inference with probabilistic programming.

TuringLang

A Python library that helps data scientists to infer causation rather than observing correlation.

mckinsey

PyMC educational resources

pymc-devs