Project details for MIToolbox

Logo MIToolbox 1.02

by apocock - August 3, 2011, 20:58:19 CET [ Project Homepage BibTeX Download ]

view (4 today), download ( 3 today ), 1 subscription

Description:

A mutual information library for C and Mex bindings for MATLAB.

This toolbox is aimed at people who wish to use mutual information for feature selection, and provides a range of information theoretic functions. All functions estimate the probabilities from the supplied data vectors. Some example implementations of common mutual information based feature selection algorithms are provided in both C and MATLAB, CMIM - (Fleuret 2004), mRMR - (Peng et al 2005), DISR - (Bontempi & Meyer 2006).

All functions discretise the inputs by rounding down to the nearest integer.

List of functions: Entropy, Conditional Entropy, Joint Entropy Mutual Information, Conditional Mutual Information Renyi's Entropy, Renyi's Mutual Information Creating a joint random variable

Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Linux, Macosx, Windows
Data Formats: Matlab
Tags: Conditional Entropy, Conditional Mutual Information, Entropy, Mutual Information, Renyi Entropy
Archive: download here

Other available revisons

Version Changelog Date
2.1

Added weighted entropy functions. Fixed a few memory handling bugs.

June 30, 2014, 01:05:57
1.03

Updated documentation & link to JMLR publication.

February 13, 2012, 19:45:07
1.02

Initial Announcement on mloss.org.

August 3, 2011, 20:58:19

Comments

No one has posted any comments yet. Perhaps you'd like to be the first?

Leave a comment

You must be logged in to post comments.