probabilistic-programming

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Deep universal probabilistic programming with Python and PyTorch

Probabilistic language based on pattern matching and constraint propagation, 153 examples

Python code for "Probabilistic Machine learning" book by Kevin Murphy

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Probabilistic reasoning and statistical analysis in TensorFlow

Bayesian inference with probabilistic programming.

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

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

A general-purpose probabilistic programming system with programmable inference

Awesome-pytorch-list 翻译工作进行中......

Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python