English to French seq-seq model usinge single head attention model - Githubissues

gimseng / 99-ML-Learning-Projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects

MIT License

690 stars 191 forks source link

English to French seq-seq model usinge single head attention model #159

Open sarthak7509 opened 3 years ago

sarthak7509 commented 3 years ago

Learning Goals

Learn concept of dual Encoder model
Text Vectorization using tensorflow
Single attention model system

Exercise Statement

This exercise explain the machine translation of English to French using single head attention model.
Simple sequence to sequence translation.
Text vectorization using tf.keras.preprocessing.text

Prerequisites

Semantics classifications
Encoder decoder model
Knowledge of what is attention

Data source/summary:

http://www.manythings.org/anki/
Dataset from above website is been used in here.

sample work https://github.com/sarthak7509/Neural-Machine-Translation