Recurrent Nets in PyTorch 🔥

This repository is concerned with implementing various kinds of RNNs nearly from scratch with nn.Linear module in PyTorch.

✔️

• Recurrent Network (Alex Graves, 2013)

🔜

• Long-Short Term Memory
• Gated Recurrent Units

📝

• Generating Sequences With Recurrent Neural Networks by Alex Graves [arXiv]
• Supervised Sequence Labelling with Recurrent Neural Networks by Alex Graves [Springer]