English to French seq-seq model usinge single head attention model
sarthak7509 opened this issue · comments
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