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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.