http://bndev.sourceforge.net
Core Architecture
nDivided into several parts:
¨Core classes – edu.ksu.cis.bnj.bbn package
For expressing graphs, nodes, edges, cpts (CPFs), PDFs (cpt’s entries).
For expressing graphs, nodes, edges, cpts (CPFs), PDFs (cpt’s entries).
¨Inference – edu.ksu.cis.bnj.bbn.inference package
Exact and inexact inference
Exact and inexact inference
¨Learning – edu.ksu.cis.bnj.bbn.learning
Structure learning
Structure learning
¨PRM – edu.ksu.cis.bnj.bbn.prm
All classes necessary for probabilistic relational models
All classes necessary for probabilistic relational models
¨Data – edu.ksu.cis.kdd.data
Representing data for learning methods
Representing data for learning methods