satvik2204 / english2french

English2French

English to French translator using Sequence-to-Sequence Model with Attention.

It is a project to perform machine translation(English to french) using Seq2Seq model with Attention. The project is implemented using pytorch with different code modularization.

Setup

Make sure you have the required python dependencies for running the project. Run pip3 install -r requirements.txt in your working environment to install the required pacakages.

I have not included pytorch package in the requirements.txt, so please install the pytorch version according to your cuda and cudnn versions. It is recommeneded to run the project on GPU(if available) for lower run time. Otherwise, project will default to CPU.

How to produce the same result?

• First of all remove the data present in models/interim folder.
• Now open the notebook name 1.english2french.ipynb present in notebooks folder.
• Now run the cells and follow the comments in it.
• You can see the respective source modules to see their implementation.

Future Works

Working on the deployment of the project to take user's input and ouput the respective translation.

Contributing

As this project is still under work, it would be much appericated if you submit a PR for cleanups, error-fixing, or adding new (relevant) content.

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