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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 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

Depencencies

  • Python 3.5+
  • Tensorflow 1.12.0+
  • Pytorch 0.4.1+
  • Plan to add Keras Version

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Natural Language Processing Tutorial for Deep Learning Researchers

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  • Jupyter Notebook 79.9%
  • Python 20.1%