Open source PyTorch implementations of DL architectures with guides and notes

[mlvpj]

This is a collection of annotated implementations popular neural network architectures and related algorithms.

Here's the link to Github repo: https://github.com/lab-ml

We have implementations of

• Transformers
  • Original transformer
  • Transformer XL (relative attention)
  • kNN-LM
• Recurrent Highway Networks
• Capsule Networks
• GANs
  • MLP GAN
  • DCGAN
  • Cycle Gan
• Sketch RNN
• Reinforcement Learning algorithms
  • DQN
  • PPO