nlp-tutorial

nlp-tutorial is a tutorial for who is studying NLP(Natural Language Processing) using Pytorch. Most of the models in NLP were implemented with less than 100 lines of code.(except comments or blank lines)

  • [08-14-2020] Old TensorFlow v1 code is archived in the archive folder. For beginner readability, only pytorch version 1.0 or higher is supported.

Curriculum - (Example Purpose)

1. Basic Embedding Model

2. CNN(Convolutional Neural Network)

3. RNN(Recurrent Neural Network)

4. Attention Mechanism

5. Model based on Transformer

Dependencies

  • Python 3.5+
  • Pytorch 1.0.0+

Author

Nlp Tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

Nlp Tutorial Info

⭐ Stars 10065
🔗 Homepage www.reddit.com
🔗 Source Code github.com
🕒 Last Update 8 months ago
🕒 Created 4 years ago
🐞 Open Issues 28
➗ Star-Issue Ratio 359
😎 Author graykode