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).