lampe

Deep universal probabilistic programming with Python and PyTorch

A general-purpose probabilistic programming system with programmable inference

Awesome resources on normalizing flows.

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.

Normalizing flows in PyTorch

PyTorch implementations of algorithms for density estimation

A collection of Bayesian data analysis recipes using PyMC3

PyTorch implementation of bayesian neural network [torchbnn]