mjpyeon / pytorch-bayes-by-backprop Public

Notifications You must be signed in to change notification settings
Fork 0
Star 15

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

15 stars 0 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
README.md		README.md
bnn.py		bnn.py
run_mnist.py		run_mnist.py
train.py		train.py

Repository files navigation

pytorch-bayes-by-backprop

PyTorch implementation of Bayes-by-Backprop

1. Gaussian Prior for MNIST dataset


python run_mnist.py

2. Mixture Prior for MNIST dataset

to be implemented

About

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

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

Report repository

Releases

No releases published

Packages

No packages published

Languages

Python 100.0%