Word Embedding using Keras Skip-gram Word2Vec

Keras implementation of Skip-gram Word2Vec.
https://research.google/pubs/pub44876/
Using About Wikipedia page.
https://en.wikipedia.org/wiki/Wikipedia:About

Distributed Representations of Words and Phrases and their Compositionality
Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg Corrado, Jeffrey Dean
Neural and Information Processing System (NIPS) (2013)

Training Usage

python TrainingWeight.py train_data_file output_weight_file output_tokenizer_file

ex)
python TrainingWeight.py ./data/train_data.txt ./weight/embed_weight.pickle ./weight/tokenizer.pickle

Training Result

Prediction Usage

python PredictSimilar.py input_weight_file input_tokenizer_file input_word output_word_count

ex)
python PredictSimilar.py ./weight/embed_weight.pickle ./weight/tokenizer.pickle wikipedia 10

Prediction Result