The Information Theoretical Estimators (ITE) Toolbox is available at  https://bitbucket.org/szzoli/ite/

ITE is a recently released free and open source, multi-platform, Matlab/Octave toolbox that is capable of estimating many different variants of entropy, mutual information, divergence, association measures, cross quantities, and kernels on distributions.