Neural Machine Translation

Implementation from scratch of a machine translation with Tensorflow using a Bidirectional LSTM encoder-decoder network with attention.

Main file is the Jupyter Notebook NMT.ipynb

To download pretrained weights for NMT from English to German and put files inside checkpoints folder:

https://drive.google.com/drive/folders/15Z0QL4XNQ8iyn2MfEMol_QxmByiOfTPU?usp=sharing

To retrain on other languages:

Change the dataset file.

Format file is TSV: Source_language_sentence\tTarget_language_sentence\n