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Neural Machine Translation.py

Neural Machine Translation.py

 
 

README.md

README.md

 
 

Sequence-to-Sequence.py

Sequence-to-Sequence.py

 
 

Transformer.py

Transformer.py

 
 

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Neural Machine Translation

Framework: PyTorch

Repository contaning my implementation of the three important papers in machine translation task:

  1. "Sequence to Sequence Learning with Neural Networks" paper by Sutskever et. al (2014)
  2. "Neural Machine Translation by Jointly Learning to Align and Translate" paper by Bahdanau et. al (2014)
  3. "Attention Is All You Need paper" by Vaswani et. al (2017)

Reference:

  1. https://pytorch.org/tutorials/intermediate/seq2seq_translation_tutorial.html
  2. https://pytorch.org/tutorials/beginner/translation_transformer.html

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Implementation of revolutionary machine translation models.

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