Probabilistic Network Library

The Intel Probabilistic Network Library was a project originally developed by Kevin Murphy and then translated from Matlab into C++ by the Information Technologies Laboratory. This library has not really been supported since 2004 but has an interesting high level wrapper library to its underlying functionality. For those looking to use a Bayesian network library, maybe look at SMILE.