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MIToolbox v2.0

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@Craigacp Craigacp released this 20 Mar 22:21

This release adds functions from Guiasu's formulation of Weighted Information Theory as described in "Information Theory with Applications", S. Guiasu, 1977.

New information theoretic functions:

  • Weighted Entropy - H_w(X)
  • Weighted Conditional Entropy - H_w(X|Y)
  • Weighted Mutual Information - I_w(X;Y)

There are also functions to calculate and manipulate weighted probability distributions.