ScalableBDL

Awesome resources on normalizing flows.

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

Bayesian Deep Learning: A Survey

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

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).

Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.