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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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Jupyter Notebook (234,752
Tensorflow (12,659
Pytorch (10,999
Nlp (8,036
Tutorial (7,084
Natural Language Processing (4,583
Paper (1,675
Transformer (1,493
Bert (1,099
Attention (478
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