There are 3 repositories under bayesian-neural-network topic.
Tutorials in various concepts related to deep learning
This is a PyTorch implementation of a Bayesian Convolutional Neural Network (BCNN) for Semantic Scene Completion on the SUNCG dataset. Given a depth image the network outputs a semantic segmentation and entropy score in 3D voxel format.
Deep Modeling of Strong Gravitational Time Delay Lenses for Bayesian Inference of the Hubble Constant
Bayesian deep learning experiments
An experimental Python package for learning Bayesian Neural Network.
Model which can predict COVID-19 positive case from axial lung CT-scan images.
My attempt at SAiDL's 2022 Spring Assignment
(Forked Version) Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"
Deep Generative Bayesian Network
Task in belong laboratory (related: https://github.com/chiru1221/LabStudyTask2020)
Binary and multiclass comparison of Bayesian Neural Network and Simple Neural Network
Bayesian neural networks in PyTorch
AI Repository