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

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sarthak7509 opened this issue Aug 18, 2021 · 0 comments

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idea for exercise

sarthak7509 commented Aug 18, 2021

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

sarthak7509 added the idea for exercise label

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