UnBBayes Overview

This is our maven site for UnBBayes. UnBBayes is an open source software for modeling, learning and reasoning upon probabilistic networks.

See UnBBayes project page for details.

This tool supports:

• Probabilistic Networks:
  • Bayesian Network (BN)
    • Junction Tree
    • Likelihood Weighting
    • Gibbs
  • Influence Diagram (ID)
  • Multiply Sectioned Bayesian Network (MSBN)
  • Hybrid Bayesian Network (HBN)
    • Gaussian Mixture - Propagation under development
  • Object-Oriented Bayesian Network (OOBN)
• FOL Probabilistic Network:
  • Multi-Entity Bayesian Network (MEBN)
  • Probabilistic Ontology Language (PR-OWL)
• Learning Bayesian Network:
  • K2
  • B
  • CBL-A
  • CBL-B
  • Incremental Learning
• Sampling
  • Logic
  • Likelihood Weighting
  • Gibbs
• Classification Performance Evaluation
  • Evaluation using Logic Sampling
  • Evaluation using Likelihood Weighting Sampling
• Independence of Causal Influence
  • Noisy-Max distribution

  Licensing policy