Tools for Bayesian networks

aGrUM/pyAgrum provide a set of classes and functions in order to easely work with Bayesian networks.

• Random generation of Bayesian network
  • randomBN()
  • BNGenerator
• Generation of database
  • BNDatabaseGenerator
• Information Theory of Bayesian network
  • InformationTheory
• Meek Rules Algorithm
  • MeekRules
• Comparison of Bayesian networks
  • ExactBNdistance
  • GibbsBNdistance
• Explanation and analysis
  • JunctionTreeGenerator
  • EssentialGraph
  • MarkovBlanket
• Fragment of Bayesian networks
  • BayesNetFragment