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redperiabras-college/filipineu

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FILIPINEU: Bidirectional Filipino - English
Neural Machine Translation

Setup

  • Clone this repository

    git clone https://github.com/redperiabras/filipineu.git

  • Setup virtual environment

    pip install virtualenv virtualenv -p python3 venv venv/bin/activate (venv\scripts\activate on Windows)

  • Install the requirements and setup the development environment.

    make install && make dev

  • Create the database.

    python manage.py initdb

  • Run the application.

    python terminal.py runserver

  • Navigate to localhost:5000.

Terminal Commands

  • Create Source Language Encoder

    python terminal.py create-encoder --files <file addresses> --tokenizer <word/char> --hybrid --save-to <encoder filename>

  • Create Target Language Encoder

    python terminal.py create-encoder --files <file addresses> --tokenizer <word/char> --save-to <encoder filename>

  • Create Model

    python terminal.py create-model --source-encoder <source encoder file> --target-encoder <target encoder file> --save-model <output model file>

  • Training Model

    python terminal.py train --load-model <language model file> --train-data <training data file> --source-test-data <source test data file> --target-test-data <target test data file>

License

The MIT License (MIT). Please see the license file for more information.

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