VAE-pytorch

Variational auto encoder in pytorch

Semi-Supervised-Learning

Contains code for popular semi-supervised learning algorithm e.g. temporal ensembling, mean teacher, virtual adversarial training

NCE

noise contrastive estimation for representation learning

mixmatch_pytorch

Implementation of MixMatch for semi supervised Learning on CIFAR10, SVHN, STL10

Importance-weighted-auto-encoder

Codes related to our experiment with Importance weighted auto encoder (IWAE), Reweighted wake sleep (RWS), Doubly reparametrized gradient estimator (DREG)