https://github.com/rahulbhalley/recurrent-nets.pytorch

RNN variants implementation from scratch with PyTorch 🔥
https://github.com/rahulbhalley/recurrent-nets.pytorch

alex-graves gru lstm neural-network pytorch recurrent-neural-networks rnn rnn-pytorch

Last synced: 7 months ago
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RNN variants implementation from scratch with PyTorch 🔥

• Host: GitHub
• URL: https://github.com/rahulbhalley/recurrent-nets.pytorch
• Owner: RahulBhalley
• License: mit
• Created: 2018-09-21T15:59:31.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2018-10-01T08:04:04.000Z (about 7 years ago)
• Last Synced: 2025-02-28T05:47:48.610Z (7 months ago)
• Topics: alex-graves, gru, lstm, neural-network, pytorch, recurrent-neural-networks, rnn, rnn-pytorch
• Language: Python
• Homepage:
• Size: 10.7 KB
• Stars: 4
• Watchers: 3
• Forks: 1
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

          
# 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](https://arxiv.org/abs/1308.0850)]

- Supervised Sequence Labelling with Recurrent Neural Networks by *Alex Graves* [[Springer](https://www.springer.com/in/book/9783642247965)]