Curated list of 2vec-type embedding models
If you know of 2vec-style models that are not mentioned here, please do a PR!
For network/graph-specific embedding models have a look here: https://github.com/chihming/awesome-network-embedding
word2vec
Java: http://deeplearning4j.org/word2vec
C++: https://github.com/jdeng/word2vec
Python:
diff2vec
Paper: https://link.springer.com/chapter/10.1007/978-3-319-73198-8_9
Python: https://github.com/benedekrozemberczki/diff2vec
doc2vec
Paper: https://cs.stanford.edu/~quocle/paragraph_vector.pdf
Python: https://radimrehurek.com/gensim/models/doc2vec.html
tweet2vec
Paper: https://arxiv.org/abs/1605.03481
Python: https://github.com/bdhingra/tweet2vec
batter-pitcher-2vec
Python: https://github.com/airalcorn2/batter-pitcher-2vec
illustration-2vec
Python: https://github.com/rezoo/illustration2vec
lda2vec
Paper: https://arxiv.org/pdf/1605.02019v1.pdf
Python: https://github.com/cemoody/lda2vec
sentence2vec
Python: https://github.com/klb3713/sentence2vec
wiki2vec
Java/Scala: https://github.com/idio/wiki2vec
topicvec
Paper: http://bigml.cs.tsinghua.edu.cn/~jun/topic-embedding.pdf
Python: https://github.com/askerlee/topicvec
entity2vec
Python: https://github.com/ot/entity2vec
Paper: http://www.di.unipi.it/~ottavian/files/wsdm15_fel.pdf
str2vec
Python: https://github.com/pengli09/str2vec
node2vec
Paper: https://arxiv.org/abs/1607.00653
Page: https://snap.stanford.edu/node2vec/
Python: https://github.com/aditya-grover/node2vec
item2vec
Paper: https://arxiv.org/abs/1603.04259
author2vec
playlist-to-vec
Python: https://github.com/mattdennewitz/playlist-to-vec
sense2vec
Paper: https://arxiv.org/abs/1511.06388
med2vec
Paper: https://arxiv.org/abs/1602.05568
Python: https://github.com/mp2893/med2vec
SCODE Word Embeddings using Substitute Words
Python: https://github.com/ai-ku/wvec
game2vec
Python: https://github.com/warchildmd/game2vec
paper2vec
Paper: https://arxiv.org/pdf/1703.06587.pdf
struc2vec
Paper: https://arxiv.org/pdf/1704.03165.pdf
emoji2vec
Paper: https://arxiv.org/pdf/1609.08359.pdf
Code: https://github.com/uclmr/emoji2vec
image2vec
Paper: https://arxiv.org/pdf/1507.08818.pdf
phrase2vec
Paper: https://arxiv.org/pdf/1406.1078.pdf
context2vec
Code: https://github.com/orenmel/context2vec
ngram2vec
Paper: http://www.aclweb.org/anthology/D17-1023
Code: https://github.com/zhezhaoa/ngram2vec
app2vec
Paper: http://paul.rutgers.edu/~qma/research/ma_app2vec.pdf
movie2vec
Code: https://github.com/lujiaying/MovieTaster-Open
pin2vec
Paper: https://arxiv.org/pdf/1702.07969
wordnet2vec
Paper: https://arxiv.org/abs/1606.03335
metapath2vec
Paper: https://ericdongyx.github.io/papers/KDD17-dong-chawla-swami-metapath2vec.pdf
Page: https://ericdongyx.github.io/metapath2vec/m2v.html
rdf2vec
Paper: https://ub-madoc.bib.uni-mannheim.de/41307/1/Ristoski_RDF2Vec.pdf
Code: http://data.dws.informatik.uni-mannheim.de/rdf2vec/
voice-vector
Code: https://github.com/andabi/voice-vector
mol2vec
Code: https://github.com/samoturk/mol2vec
Paper (paywalled): https://pubs.acs.org/doi/pdf/10.1021/acs.jcim.7b00616
Wikipedia2Vec
Page: https://wikipedia2vec.github.io/