belief-propagation

General purpose algorithm for triangulating an undirected graph?

I am playing around with implementing a junction tree algorithm for belief propagation on a Bayesian Network. I'm struggling a bit with triangulating the graph so the junction trees can be formed. I understand that finding the optimal triangulation is NP-complete, but can you point me to a general purpose algorithm that results in a 'g...

Is there a java alternative to the Bayesian Belief Network Framework "Infer.NET"?

Is the are java alternative to Bayesian Belief Network framework - Infer.NET? Preferable if it be scalable(online learning for large datasets), well-supported(last updated since 2010) and open source and easy to write network structure. So all features from Infer.NET. ...