mloss | Projects authored by zoltan szabo.

Information Theoretical Estimators 0.39

by szzoli - June 12, 2013, 13:12:52 CET [ ] 11703 views, 2495 downloads, 1 subscription

About: ITE (Information Theoretical Estimators) is capable of estimating many different variants of entropy, mutual information, divergence, association measures and cross quantities. Thanks to its highly modular design, ITE supports additionally (i) the combinations of the estimation techniques, (ii) the easy construction and embedding of novel information theoretical estimators, and (iii) their immediate application in information theoretical optimization problems.

Changes:

Symmetric Bregman distance estimation based on nonsymmetric Bregman distance: added,
Symmetric Bregman distance estimation using the k-nearest neighbor method: added.

Authors: Zoltan Szabo
License: Gpl Version 3 Or Later
Programming Language: Matlab, Octave

Operating System: Linux, Windows
Data Formats: Matlab, Octave
Tags: Entropy, Mutual Information, Divergence, Independent Subspace Analysis, Separation Principles, Independent Process Analysis, Association Measure, Measure Of Concordance, Measure Of Independence, Nonparametric Estimation

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Information Theoretical Estimators 0.39