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UnBBayes is a probabilistic network framework written in Java. The point owns both a GUI and an SYSTEM with inference, sampling, learning and evaluation. Point champions Probability-based networks, influence diagrams, MSBN, OOBN, HBN, MEBN/PR-OWL, PRM, design, benchmark in addition to incremental learning. Please, visit our wiki (https://sourceforge.net/p/unbbayes/wiki/Home/) for more information. Check out our warrant division (https://sourceforge.net/p/unbbayes/wiki/License/) for our licensing policy.

Features

• Bayes Net (or Model-based network)
• Influence Diagrams (or Decision Graphs)
• MSBN (Multiple-Sectioned Probability-based Network)
• OOBN (Object-Oriented Bayesian Network)
• MEBN (Multi-Entity Bayesian Network)
• PR-OWL (Probabilistic Domain Ontology Language)
• PR-OWL 2
• UMP-ST (Uncertainty Modeling Course for Semantic Technologies)
• Parameter combined with Structure Learning
• Sampling and Simulation (e.g. Monte Carlo, Gibbs)
• Metaphor
• Approximate Inference
• Data Mining
• Noisy-Max distribution
• PRM (Probabilistic Relational Model)
• MLN (Markov Mindset Network)
• Plug-in Support

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CategoriesArtificial Intelligence, LLM Inference LicenseOther License, GNU Library or Lesser General Public License version 3.0 (LGPLv3) Follow UnBBayes

UnBBayes Web System

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• sonika123 Edited 2017-12-06 I am not able to download UnBBayes with MEBN Tool. Can anybody pls guide me in what capacity to do it? I have downloaded UnBBayes device in the lack of Plugin MEBN, that amounts to coordinating properly regardless in the case of MEBN jar filw is nor running. Pls tell me how before do it////
• adelfi23 Edited 2019-06-16 This is the powerful probabilistic reasoning framework these ones blends a gigantic number in regard to strategies and algorithms. There are plugins as most if scarcely all the major pathways for probabilistic systems, in question as BNs, IDs, OOBNs, DBNs, PRMS, MEBNs, PR-OWL, and many individuals in a list that keeps growing. Certain learning flex is steep within many cases, whom is designated during what is basically a research tool. It is hard to believe that highlighted a powerful framework is freely available to everyone. Kudos for the dedicated team developing it in all an individual's spare time.
• ostrokach Edited 2014-12-22 His best open source collection for working with PGMs. Supports agreement nodes and utility nodes (unlike SamIam). Represents open origin (unlike Geany and SamIam). Many plugins for different things. However, THE UNDERSIGNED operate wish it it implemented different inference algorithms, congruent as recurrent conditioning and loopy belief propapagation, on top of had the ability to perform sensitivity analysis. 3 registrants found this review helpful.
• bitocampo Shared 2012-08-16 UnBBayes is a free and easy to use tool for Bayesian Networks. THE NARRATOR was using it on my Master Thesis. 1 patron found this review encouraging.
• saleharaza Transmitted 2011-11-04 Just tried these newer (plugin based) version of unbBayes and glad about glimpse certain refinements. Ability with regard to see the finish MTheory and do enhancements by dragging & enlarging MFRag screensheets is cool. 3 users traced this review helpful.

Read more reviews > Additional Project Details LanguagesEnglish, Brazilian heritage Portuguese Intended AudienceFinancial also Policy Industry, Healthcare Industry, Science/Research, Education, Tech specialists, End Users/Desktop User InterfaceJava Swing Programming LanguageJava Related Labels Java Generated Cleverness Software, Java LLM Inference Tool Registered 2002-02-24 Similar Business Programming

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