/char-rnn-wordrelations

Open vocabulary morphological relational reasoning using a character level RNN. Pytorch.
  1. Python 100.0%
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README.md
char_rnn_morph.py
datareader_saldo.py

README.md

Code for experiments for morphological relational reasoning.

Used for the experiments in Character-based recurrent neural networks for morphological relational reasoning, Olof Mogren and Richard Johansson

Usage

Example:

python3 char_rnn_wordrelations.py --hidden_size 100 --batch_size 200 --languages english --save_dir ~/experiments/2017-char-rnn-wordrelations/single-rerestart/english-100 --data_dir data-reorganized

Author: Olof Mogren Email: olof@mogren.one Requirements

python3 pytorch urllib3 Levenshtein

Copyright

Copyright (C) 2017 Olof Mogren

This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.

You should have received a copy of the GNU General Public License along with this program. If not, see http://www.gnu.org/licenses/.