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Neural Machine Translation

Neural machine translation from English to Spanish using attention mechanism and deployed it using Flask.

   Clone this repository into your local system. Run app.py
   Open https://localhost:3000/ on your browser.

Files

  • enc_dec.py : Contains the Encoder and Decoder defined class.
  • NMT_Traning.ipynb : Performs training of the model.
  • encoder.h5 : Trained encoder model.
  • decoder.h5 : Trained decoder model.
  • inp_lang.json : Tokenized input language (English Language).
  • targ_lang.json : Tokenized traget language (Spanish Language).