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Contents
Introduction
Local score based structure learning
Local score metrics
Search algorithms
Conditional independence test based structure learning
Global score metric based structure learning
Fixed structure 'learning'
Distribution learning
Running from the command line
Inspecting Bayesian networks
Bayes Network GUI
Bayesian nets in the experimenter
Adding your own Bayesian network learners
FAQ
Future development
Bibliography
Remco Bouckaert 2008-05-12