Pytorch Examples
Implementations
- Single layer neural network
- Two layer (deep) neural network
- Convolutional neural network
- Autoencoder
TODO
- Convolutional autoencoder
- Variational autoencoder
- Conditional variational autoencoder
- Generative adversarial network
- Conditional generative adversarial network
- RNN from scratch for sequence classification
- RNN module for sequence classification
- RNN for POS tagging
- GRU from scratch for sequence classification
- GRU module for sequence classification
- LSTM from scratch for sequence classification
- LSTM module for sequence classification
- Bi-directional RNN for sequence classification
- RNN with attention for sequence classification
- Bi-directional RNN with attention for sequence classification
- Deep Q learning