Changelog

1.0.0 future

  • [Feature]: Basic functionality.
  • [Feature] #26: Add the Jensen-Shannon Divergence, a measure of distribution distance.
  • [Feature] #5: Add the oft-used Total Correlation.
  • [Feature] #10: Add the Co-Information.
  • [Feature] #30: Add the Gács-Körner Common Information.
  • [Feature] #7: Add the Residual Entropy.
  • [Feature] #6: Add the Binding Information.
  • [Feature] #2: Add the Extropy.
  • [Feature] #33: Add the Perplexity.
  • [Feature] #45: Add the Interaction Information.
  • [Feature] #47: Add the TSE Complexity.
  • [Feature] #16: Add the Channel Capacity.
  • [Feature] #1: Add the Cumulative Residual Entropy.
  • [Feature] #14: Add the creation of Minimal Sufficient Statistics.
  • [Feature] #35: Add the cross entropy.
  • [Feature] #34: Add the Kullback-Leibler Divergence.
  • [Feature] #3: Add the Renyi entropy.
  • [Feature] #4: Add the Tsallis entropy.
  • [Feature] #87: Add Renyi, Tsallis, Hellinger, and alpha divergences.
  • [Feature] #13: Add the Joint Minimal Sufficient Statistic.
  • [Feature] #95: Add the complexity profile.
  • [Feature] #96: Add the marginal utility of information.
  • [Feature] #63: Add scalar operations for ScalarDistributions.
  • [Feature] #108: Add the multivariate entropy triangle.
  • [Feature] #109: Add the CAEKL mutual information.
  • [Feature] #111: Add the functional common information.
  • [Feature] #9: Add the Wyner common information.
  • [Feature] #11: Add the exact common information.
  • [Feature] #15: Add the intrinsic mutual information.
  • [Support] #32: Use six for python 2/3 compatibility.
  • [Support] #40: Use an Enum for rv_mode.
  • [Support] #75: Enable coveralls to display detailed coverage information.
  • [Support] #77: Enable landscape.io to do static code analysis.
  • [Support] #58: Alias Dual Total Correlation as Binding Information.