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anaconda Version 0.2 Nov 2, 2015
docs
features
fowler
test MS paraphrase. Jan 22, 2016
.coveragerc
.gitignore ignore .tox Sep 8, 2014
.travis.yml requests! Jan 11, 2016
AUTHORS
LICENSE Adding more files Oct 5, 2013
MANIFEST.in
README.rst
bootstrap.py
buildout.cfg
setup.cfg
setup.py MS paraphrase. Jan 22, 2016
tox.ini

README.rst

fowler.corpora

fowler.corpora is software to create vector space models for distributional semantics.

It is possible to instantiate a vector space from

  • Brown corpus
  • British National Corpus
  • ukWaC and WaCkypedia

The weighting schemes include:

  • PMI
  • PPMI
  • nITTF

The implemented experiments are:

Chnagelog

0.3

  • Documentation update: installation instructions, similarity experiment quick start.
  • Correlation and Eucliedean similarities are computed.
  • PMI variants and parameters.
  • Frobenious operators.
  • Word2vec space import.