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All Projects → danielfrg → Word2vec

danielfrg / Word2vec

Licence: apache-2.0
Python interface to Google word2vec

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word2vecdoc2vec

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word2vec

pypi build coverage license

Python interface to Google word2vec.

Training is done using the original C code, other functionality is pure Python with numpy.

Installation

pip install word2vec

Compilation

The installation requires to compile the original C code using gcc.

You can override the compilation flags if needed:

WORD2VEC_CFLAGS='-march=corei7' pip install word2vec

Windows: There is basic some support for this support based on this win32 port.

Usage

Example notebook: word2vec

The default functionality from word2vec is available with the following commands:

  • word2vec
  • word2phrase
  • word2vec-distance
  • word2vec-word-analogy
  • word2vec-compute-accuracy

Experimental functionality on doc2vec can be found in this example: doc2vec

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