bayesian-neural-networks topic
gpax
Gaussian Processes for Experimental Sciences
noisy-K-FAC
Natural Gradient, Variational Inference
U-CAM
Visual Explanation using Uncertainty based Class Activation Maps
SuperNNova
Open Source Photometric classification https://supernnova.readthedocs.io
GDC
Bayesian Graph Neural Networks with Adaptive Connection Sampling - Pytorch
lightning-uq-box
Lightning-UQ-Box: Uncertainty Quantification for Neural Networks with PyTorch and Lightning
HumBugDB
Acoustic mosquito detection code with Bayesian Neural Networks
ocbnn-public
General purpose library for BNNs, and implementation of OC-BNNs in our 2020 NeurIPS paper.
Bayesian-Neural-Networks-Reading-List
A primer on Bayesian Neural Networks. The aim of this reading list is to facilitate the entry of new researchers into the field of Bayesian Deep Learning, by providing an overview of key papers. More...
BayesMPC
The implementation of "Uncertainty-Aware Robust Adaptive Video Streaming with Bayesian Neural Network and Model Predictive Control" (NOSSDAV 2021)