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 BN, ID, MSBN, OOBN, HBN, MEBN/PR-OWL, structure, parameter and incremental learning.
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Ratings and Reviews
- Thumbs up: 6
- Thumbs down: 0
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Thumbs up
I find this tool very helpful. The key UnBBayes improvement over other bayesian modeling tools is in support of Multi-entity bayesian modeling (MEBN) theory and the OWL ontology language and its probabilistic extension PR-OWL. Bayesian Modeling can be looked at as a language for representing uncertain knowledge and relations among entities. The relation may be expressed logically and the uncertainty probabilistically. The MEBN theory is a formal integration of first order logic and probability theory.
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Thumbs up
In my experience and observation since May 2009,Unbbayes has developed tremendously. Both in terms of the functionalities it provides and the support offered. If the tutorials donot answer my questions, Rommel provides help through email. The tool also provides support for basic BNs to more complex MEBNs. If you had issues with its UI in the past, the latest version(3.52.7) is really cool and user friendly.
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cardialfly commented on the Cannot load plugin within JAR or ZIP artifact -
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cardialfly created the Cannot load plugin within JAR or ZIP artifact -
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cardialfly created the New GUI\'s popup menu localization artifact -
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cardialfly created the Implement japanese localization artifact -
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cardialfly commented on the Plugin support for creating a new type of node artifact -
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cardialfly commented on the Change color popup menu is not working for UShapeFrame artifact -
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cardialfly commented on the The fit to text popup menu does nothing at OOBN's instances artifact -
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cardialfly created the The fit to text popup menu does nothing at OOBN\'s instances artifact -
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cardialfly commented on the Change color popup menu is not working for UShapeFrame artifact
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