Direct estimation of mutual information
relations in finite data
Noam Slonim, Gurinder S. Atwal, Gasper Tkacik, William Bialek
Lewis-Sigler Institute for Integrative Genomics, Princeton University
Download the paper here 
(or from lanl.arXiv.org)
Run the algorithm with your data here