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data update to keras 2.0 Apr 24, 2017
README.md update README Jan 18, 2017
char_generator.py add char LM demo Jan 17, 2017
char_lm_gcnn.py update to keras 2.0 Apr 23, 2017
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imdb_generator.py Initial commit Dec 28, 2016
imdb_lm_gcnn.py update to keras 2.0 Apr 23, 2017

README.md

Toy Keras example using Gated Convoluational Networks for language model on IMDB datasets.

Note: Only work for tensorflow backend, see issue 1.

Prepare data

change current directory to data, and follow the instuctions in imdb_preprocess_semi.py.

Run

Word LM

python imdb_lm_gcnn.py

Charactor LM

python char_lm_gcc.py

References