1. Zoltán Szabó
  2. ITE

Source

ITE / README.md

Diff from to

File README.md

  • Ignore whitespace
 ITE can estimate 
 
 - `entropy (H)`: Shannon entropy, Rényi entropy, Tsallis entropy (Havrda and Charvát entropy), complex entropy,
-- `mutual information (I)`: generalized variance, kernel canonical correlation analysis, kernel generalized variance, Hilbert-Schmidt independence criterion, Shannon mutual information, L2 mutual information, Rényi mutual information, Tsallis mutual information, copula-based kernel dependency, multivariate version of Hoeffding's Phi, Schweizer-Wolff's sigma and kappa, complex mutual information, Cauchy-Schwartz quadratic mutual information, Euclidean distance based quadratic mutual information, distance covariance, distance correlation, approximate correntropy independence measure,
+- `mutual information (I)`: generalized variance, kernel canonical correlation analysis, kernel generalized variance, Hilbert-Schmidt independence criterion, Shannon mutual information (total correlation, multi-information), L2 mutual information, Rényi mutual information, Tsallis mutual information, copula-based kernel dependency, multivariate version of Hoeffding's Phi, Schweizer-Wolff's sigma and kappa, complex mutual information, Cauchy-Schwartz quadratic mutual information, Euclidean distance based quadratic mutual information, distance covariance, distance correlation, approximate correntropy independence measure,
 - `divergence (D)`: Kullback-Leibler divergence (relative entropy, I directed divergence), L2 divergence, Rényi divergence, Tsallis divergence, Hellinger distance, Bhattacharyya distance, maximum mean discrepancy (kernel distance), J-distance (symmetrised Kullback-Leibler divergence, J divergence), Cauchy-Schwartz divergence, Euclidean distance based divergence, energy distance (specially the Cramer-Von Mises distance), Jensen-Shannon divergence, Jensen-Rényi divergence, K divergence, L divergence, certain f-divergences (Csiszár-Morimoto divergence, Ali-Silvey distance), non-symmetric Bregman distance (Bregman divergence), Jensen-Tsallis divergence, symmetric Bregman distance,
 - `association measures (A)`, including `measures of concordance`: multivariate extensions of Spearman's rho (Spearman's rank correlation coefficient, grade correlation coefficient), correntropy, centered correntropy, correntropy coefficient, correntropy induced metric, centered correntropy induced metric, multivariate extension of Blomqvist's beta (medial correlation coefficient), multivariate conditional version of Spearman's rho, lower/upper tail dependence via conditional Spearman's rho,
 - `cross quantities (C)`: cross-entropy,
 
 **Download** the latest release: 
 
-- code: [zip](https://bitbucket.org/szzoli/ite/downloads/ITE-0.41_code.zip), [tar.bz2](https://bitbucket.org/szzoli/ite/downloads/ITE-0.41_code.tar.bz2), 
-- [documentation (pdf)](https://bitbucket.org/szzoli/ite/downloads/ITE-0.41_documentation.pdf).
+- code: [zip](https://bitbucket.org/szzoli/ite/downloads/ITE-0.42_code.zip), [tar.bz2](https://bitbucket.org/szzoli/ite/downloads/ITE-0.42_code.tar.bz2), 
+- [documentation (pdf)](https://bitbucket.org/szzoli/ite/downloads/ITE-0.42_documentation.pdf).