bayesian-structured-time-series-mcmc-parallel-tempering

Gaussian processes in TensorFlow

Awesome resources on normalizing flows.

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

Statistical Rethinking (2nd ed.) with NumPyro

Statistical Rethinking (2nd Ed) with Tensorflow Probability

Master Thesis on Bayesian Convolutional Neural Network using Variational Inference

Gaussian Processes for Experimental Sciences

Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning

Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"

A Tensorflow implementation of "Bayesian Graph Convolutional Neural Networks" (AAAI 2019).