Spanish2English
Implementation of Neural Machine Translation from Spanish to English
Model: Encoder and Decoder model with Attention
Dataset: tf.keras.utils.get_file('spa-eng.zip', origin = 'http://download.tensorflow.org/data/spa-eng.zip',extract = True)
How to train model in Google Colaboratory
step 1: upload downloaded folder to Google Drive
step 2: open Colaboratory and do not forget to change running type to GPU
step 3: mount your google drive to Colaboratory
--run
from google.colab import drive
drive.mount('/content/gdrive')
step 4: copy train.py in the running block
step 5: run code
step 6: download trained model from Colaboratory
step 7: run predict.py