unbbayes

We have hosted the application unbbayes in order to run this application in our online workstations with Wine or directly.

Quick description about unbbayes:

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 our wiki (https: //sourceforge.net/p/unbbayes/wiki/Home/) for more information. Check out the license section (https: //sourceforge.net/p/unbbayes/wiki/License/) for 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)
• Parameter and Structure Learning
• Sampling and Simulation (e.g. Monte Carlo, Gibbs)
• Metaphor
• Approximate Inference
• Data Mining
• Noisy-Max distribution
• PRM (Probabilistic Relational Model)
• MLN (Markov Logic Network)
• Plug-in Support

Audience: Financial and Insurance Industry, Healthcare Industry, Science/Research, Education, Developers, End Users/Desktop.
User interface: Java Swing.
Programming Language: Java.
Categories: