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107

948

gpl-3.0

13

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

pytorch bayesian-layers pytorch-tutorial bayesian-deep-learning pytorch-implementation bayesian-neural-networks

Created 2020-02-28

234 commits to master branch, last one 2 years ago

77

567

bsd-3-clause

17

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

pytorch deep-learning bayesian-layers bayesian-inference deep-neural-networks bayesian-deep-learning uncertainty-estimation bayesian-neural-networks uncertainty-quantification uncertainty-neural-networks stochastic-variational-inference

Created 2020-12-17

143 commits to main branch, last one about a month ago

28

169

mit

7

Code for "Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations"

jax pytorch neural-ode neural-sde sde-solvers deep-learning bayesian-layers deep-neural-networks bayesian-neural-networks stochastic-differential-equations

Created 2021-02-04

48 commits to main branch, last one 3 years ago