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1. vae vae Public

   Pytorch implementation of a Variational Autoencoder trained on CIFAR-10. The encoder and decoder modules are modelled using a resnet-style U-Net architecture with residual blocks.

   Python 9 1

2. deep-conv-nets deep-conv-nets Public

   Modern deep convolutional neural networks implemented with PyTorch <3. ResNet, DenseNet and InceptionNet are trained on the CIFAR-10 dataset and the results are compared.

   Python

3. pixelcnn pixelcnn Public

   PixelCNN implemented with PyTorch <3

   Python 1

4. playing-with-RL-models playing-with-RL-models Public

   Single-file implementations of reinforcement learning algorithms

   Python 2 2

5. realnvp realnvp Public

   PyTorch implementation of the RealNVP model

   Python

6. transformer transformer Public

   The Transformer model implemented from scratch using PyTorch. The model uses weight sharing between the embedding layers and the pre-softmax linear layer. Training on the Multi30k machine translati…

   Python 5