R/BIOC Packages:
MINET: An Open Source Bioconductor Package for Network Inference using Mutual Information
INFOTHEO: An Open Source R Package of Information-Theoretic Measures
NetBenchmark (deprecated)
Past projects (c++):
Flynet: Network inference from modEncode data
c++ Feature Selection Package: MASSIVE