UnBBayes is a probabilistic network framework written in Java. It has both a GUI and an API with inference, sampling, learning and evaluation. It supports Bayesian networks, influence diagrams, MSBN, OOBN, HBN, MEBN/PR-OWL, PRM, structure, parameter and incremental learning.


Please, visit the license section of our wiki (https://sourceforge.net/p/unbbayes/wiki/License/) for more information about our licensing policy.

Features

  • Bayes Net (or Bayesian network)
  • Influence Diagrams (or Decision Graphs)
  • MSBN (Multiple-Sectioned Bayesian Network)
  • OOBN (Object-Oriented Bayesian Network)
  • MEBN (Multi-Entity Bayesian Network)
  • PR-OWL (Probabilistic Web Ontology Language)
  • PR-OWL 2
  • UMP-ST (Uncertainty Modeling Process for Semantic Technologies)
  • Learning
  • Sampling and Simulation (e.g. Monte Carlo, Gibbs)
  • Metaphor
  • Approximate Inference
  • Data Mining
  • Plug-in Support
  • PRM (Probabilistic Relational Model)

Project Samples

Project Activity

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Additional Project Details

Languages

English, Brazilian Portuguese

Intended Audience

Financial and Insurance Industry, Healthcare Industry, Science/Research, Education, Developers, End Users/Desktop

User Interface

Java Swing

Programming Language

Java

Registered

2002-02-24