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word2vec-playground's Introduction

Word2Vec Playground

tl;dr

A web interface for word2vec models.

Screenshot

Usage

In order to use Word2Vec Playground, you need a trained word2vec model. You can either train your own model, or download a pretrained model from the links below.

python index.py -m word2vec-model.bin -b

Pretrained models

Thanks 3Top

Model file Number of dimensions Corpus (size) Vocabulary size Author Architecture Training Algorithm Context window - size Web page
Google News 300 Google News (100B) 3M Google word2vec negative sampling BoW - ~5 link
Freebase IDs 1000 Gooogle News (100B) 1.4M Google word2vec, skip-gram ? BoW - ~10 link
Freebase names 1000 Gooogle News (100B) 1.4M Google word2vec, skip-gram ? BoW - ~10 link
DBPedia vectors (wiki2vec) 1000 Wikipedia (?) ? Idio word2vec word2vec, skip-gram BoW, 10 link

word2vec-playground's People

Contributors

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