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bayes-by-backprop

Here are 4 public repositories matching this topic...

kumar-shridhar / PyTorch-BayesianCNN

Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.

python pytorch bayesian-network image-recognition convolutional-neural-networks bayesian-inference bayes bayesian-networks variational-inference bayesian-statistics bayesian-neural-networks variational-bayes bayesian-deep-learning pytorch-cnn bayesian-convnets bayes-by-backprop aleatoric-uncertainties

Updated Apr 19, 2024
Python

lucadellalib / bdl-rul-svgd

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

python machine-learning deep-learning pytorch bayesian-inference variational-inference bayesian-neural-networks bayesian-deep-learning predictive-maintenance remaining-useful-life bayes-by-backprop c-mapss stein-variational-gradient-descent

Updated Feb 5, 2024
Python

mjpyeon / pytorch-bayes-by-backprop

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

deep-learning pytorch bayesian-deep-learning pytorch-implmention bayes-by-backprop

Updated Sep 10, 2018
Python

lucadellalib / bayestorch

Lightweight Bayesian deep learning library for fast prototyping based on PyTorch

python machine-learning deep-learning pytorch bayesian-inference uncertainty-quantification variational-inference markov-chain-monte-carlo bayesian-neural-networks bayesian-deep-learning bayes-by-backprop stein-variational-gradient-descent

Updated Feb 24, 2023
Python

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