word2vec
Python interface to Google word2vec.
Training is done using the original C, other functionality is pure python + numpy.
Installation
I recommend the Anaconda python distribution
pip install word2vec
Wheel: Wheels packages for OS X and Windows are provided on Pypi on a
best effort sense. The code is quite easy to compile so consider using:
--no-use-wheel on Linux and OS X.
Linux: There is no wheel support for linux so you have to compile the
C code. The only requirement is gcc. You can override the compilation flags
if needed: CFLAGS='-march=corei7' pip install word2vec
Windows: Very experimental support based this win32 port
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 functionality on doc2vec can be found in this other example: doc2vec