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annotated-transformer-english-to-chinese-translator's Introduction

Annotated-Transformer-English-to-Chinese-Translator

The Transformer from “Attention is All You Need” has been on a lot of people’s minds since 2017.

In this repo, I present an "annotated" version of the Transformer Paper in the form of a line-by-line implementation to build an English-to-Chinese translator with PyTorth deep learning framework.

Visit my blog for details and more background: https://cuicaihao.com/the-annotated-transformer-english-to-chinese-translator/

Transformer_Englihs_to_Chinese

Check the jupyter notebook for details of the programming. Annotated_Transformer_English_to_Chinese_Translator

Python Environment (Miniconda)

  • Python=3.7.8
  • pytorch=1.4.0 ( install cuda verion if you have a CUDA Graph Card)
  • nltk=3.5
  • numpy=1.19.0
  • matplotlib=3.3.1

To try the code, run the following command in your terminal or cmd window:

python Annotated_Transformer_English_to_Chinese_Translator.py

Reference

MIT License

Copyright (c) 2020 Chris Cui

annotated-transformer-english-to-chinese-translator's People

Contributors

cuicaihao avatar

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