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graykode
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Description

Natural Language Processing Tutorial for Deep Learning Researchers

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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

  • Tae Hwan Jung(Jeff Jung) @graykode
  • Author Email : [email protected]
  • Acknowledgements to mojitok as NLP Research Internship.

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