bayesian-analysis-recipes

Deep universal probabilistic programming with Python and PyTorch

A general-purpose probabilistic programming system with programmable inference

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

Seminars DeepBayes Summer School 2018

LightweightMMM ? is a lightweight Bayesian Marketing Mix Modeling (MMM) library that allows users to easily train MMMs and obtain channel attribution information.

Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath

Bayesian Analysis with Python (Second Edition)

PyTorch implementation of bayesian neural network [torchbnn]

Python package for Bayesian Machine Learning with scikit-learn API

Bayesian Deep Learning: A Survey