bayesian-deep-learning topic
bayesian-deep-learning-demystified
In which I try to demystify the fundamental concepts behind Bayesian deep learning.
uncertainty-toolbox
Uncertainty Toolbox: a Python toolbox for predictive uncertainty quantification, calibration, metrics, and visualization
PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
bdl-benchmarks
Bayesian Deep Learning Benchmarks
bayesian-neural-network-blogpost
Building a Bayesian deep learning classifier
bayes-by-backprop
PyTorch implementation of "Weight Uncertainty in Neural Networks"
blitz-bayesian-deep-learning
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
TransMorph_Transformer_for_Medical_Image_Registration
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
bayesian-torch
A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch
BayesianDeepLearning-Survey
Bayesian Deep Learning: A Survey