Kamen Bliznashki
Kamen Bliznashki
normalizing_flows
Pytorch implementations of density estimation algorithms: BNAF, Glow, MAF, RealNVP, planar flows
generative_models
Pytorch implementations of generative models: VQVAE2, AIR, DRAW, InfoGAN, DCGAN, SSVAE
chexpert
CheXpert competition models -- attention augmented convolutions on DenseNet, ResNet; EfficientNet
pixel_models
Pytorch implementations of autoregressive pixel models - PixelCNN, PixelCNN++, PixelSNAIL
spatial_transformer
Pytorch reimplementation of Spatial Transformer Networks and Inverse Compositional STN
sutton_barto
Python implementations of the RL algorithms in examples and figures in Sutton & Barto, Reinforcement Learning: An Introduction