roscopecoltran / doc2vec-golang

doc2vec , word2vec, implemented by golang. word embedding representation

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doc2vec-golang

golang implement of Tomas Mikolov's word/document embedding. You may want to feel the basic idea from Mikolov's two orignal papers, word2vec and doc2vec. More recently, Andrew M. Dai etc from Google reported its power in more detail

Dependencies

已实现特性

  • doc2vec支持CBOW和Skip-Gram两种模型,Negative Sampling和Hierarchical Softmax优化均已实现
  • online infer document
  • likelihood of document
  • doc2words
  • doc2docs
  • word2words
  • word2docs

未实现特性

参考资料

About

doc2vec , word2vec, implemented by golang. word embedding representation

License:Apache License 2.0


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Language:Go 59.8%Language:C 33.8%Language:Thrift 4.6%Language:Shell 1.8%