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word2vec

Python interface to Google word2vec.

Training is done using the original C code plus some patches, the other funcionality is pure python + numpy.

Installation

pip install word2vec

I highly recommend the use the Anaconda python distribution

Development

Clone the repo and pip install -e .

Usage

The easiest way is to look at this example: word2vec

The default functionality from word2vec is also available from the command line as:

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

Experimental funcionality on doc2vec can be found in this other example: doc2vec

Issues

Some people reported that they needed to do this if running OS X: http://stackoverflow.com/questions/15590169/ld-library-not-found-for-lgfortran-mac-symlink-issue

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Python interface to Google word2vec

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  • C 80.7%
  • Python 18.3%
  • Makefile 1.0%