Bayesian Knowledge Discoverer
http://www.bayesware.com/Able to learn Bayesian Belief Networks from (possibly incomplete) databases. Algorithm based on the Bound and Collapse estimation method.
Submitted in section: Artificial Intelligence: Belief Networks: Software: Bayesian Knowledge Discoverer