awesome-2vec

Curated list of 2vec-type embedding models

This is a work in progress, so if you know of 2vec-style models that are not mentioned here, please do a PR!

The list

word2vec

Paper: https://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf

Java: http://deeplearning4j.org/word2vec

C++: https://github.com/jdeng/word2vec

Python:

• https://radimrehurek.com/gensim/models/word2vec.html
• https://github.com/danielfrg/word2vec

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doc2vec

Paper: https://cs.stanford.edu/~quocle/paragraph_vector.pdf

Python: https://radimrehurek.com/gensim/models/doc2vec.html

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tweet2vec

Paper: https://arxiv.org/abs/1605.03481

Python: https://github.com/bdhingra/tweet2vec

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batter-pitcher-2vec

Python: https://github.com/airalcorn2/batter-pitcher-2vec

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illustration-2vec

Python: https://github.com/rezoo/illustration2vec

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lda2vec

Slideshare: http://www.slideshare.net/ChristopherMoody3/word2vec-lda-and-introducing-a-new-hybrid-algorithm-lda2vec-57135994

Python: https://github.com/cemoody/lda2vec

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sentence2vec

Python: https://github.com/klb3713/sentence2vec