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Python implememtation of Soft-Tfidf

Improved over Cohen's original similarity metric in a few ways:

  • Appropriate weighting given to terms that don't exist in the corpus.
  • Close similarity terms use the partner term idf if it is available.
  • No longer a symmetry or overflow problem with the results.
  • Also includes a second class called SemiSofTfidf that attempts to apply the soft-tfidf concept to information retrieval.

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Improved version of Cohen's original similarity metric

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