Zoltan Szabo avatar Zoltan Szabo committed fb79e28

Adding a README.

Comments (0)

Files changed (1)

+#ITE (Information Theoretical Estimators)
+
+ITE is capable of estimating many different variants of entropy, mutual information and divergence measures. Thanks to its highly modular design, ITE supports additionally 
+
+- the combinations of the estimation techniques, 
+- the easy construction and embedding of novel information theoretical estimators, and 
+- their immediate application in information theoretical optimization problems. 
+
+ITE is 
+
+- written in Matlab/Octave,
+- multi-platform (tested extensively on Windows and Linux),
+- free and open source (released under the GNU GPLv3(>=) license).
+
+ITE can estimate Shannon-, Rényi entropy; generalized variance, kernel canonical correlation analysis, kernel generalized variance, Hilbert-Schmidt independence criterion, Shannon-, L2-, Rényi-, Tsallis mutual information, copula-based kernel dependency; complex variants of entropy and mutual information; L2-, Rényi, Tsallis divergence, maximum mean discrepancy, and J-distance.
+
+ITE offers solution methods for 
+
+- Independent Subspace Analysis (ISA) and 
+- its extensions to different linear-, controlled-, post nonlinear-, complex valued-, partially observed systems, as well as to systems
+with nonparametric source dynamics. 
Tip: Filter by directory path e.g. /media app.js to search for public/media/app.js.
Tip: Use camelCasing e.g. ProjME to search for ProjectModifiedEvent.java.
Tip: Filter by extension type e.g. /repo .js to search for all .js files in the /repo directory.
Tip: Separate your search with spaces e.g. /ssh pom.xml to search for src/ssh/pom.xml.
Tip: Use ↑ and ↓ arrow keys to navigate and return to view the file.
Tip: You can also navigate files with Ctrl+j (next) and Ctrl+k (previous) and view the file with Ctrl+o.
Tip: You can also navigate files with Alt+j (next) and Alt+k (previous) and view the file with Alt+o.