uncertainty-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.