bayesian-deep-learning topic

Code for Accelerated Linearized Laplace Approximation for Bayesian Deep Learning (ELLA, NeurIPS 22')

thudzj

PyTorch implementation of "Weight Uncertainties in Neural Networks" (Bayes-by-Backprop)

mjpyeon

Effortless Bayesian Deep Learning through Laplace Approximation for Flux.jl neural networks.

JuliaTrustworthyAI

This repo contains the notebooks that is used in Medium posts.

Frightera

Code for the paper "Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift"

Feuermagier

Bayesian Deep Learning for Remaining Useful Life Estimation of Machine Tool Components

lucadellalib

Bayesian deep learning for remaining useful life estimation via Stein variational gradient descent

lucadellalib