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Last Commit
Feb. 23, 2019
Created
Jan. 9, 2019

nlp-tutorial

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

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+
  • Tensorflow 1.12.0+
  • Pytorch 0.4.1+
  • Plan to add Keras Version

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