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deeptxt

Author: shamil.cm@gmail.com

A neural machine translation and recurrent language modelling toolkit, currently supporting Theano backend.

deeptxt follows the same architecture as that used by Nematus and DL4MT-Tutorial.

Requirements

  • Theano, Python and Numpy

Training

./train -c /path/to/config/file -o /path/to/output/dir -d <device>

Testing

./infer -m /path/to/model -v /path/to/source_vocab /path/to/target_vocab < input-file > output-file

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Neural machine translation in Theano

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