UnBBayes Overview

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

It has support to:

  • 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