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Belief Net Power Constructor
System based on Jie Cheng's three-phase belief network construction algorithm. Includes a wizard-like user interface and a belief network construction engine.
http://www.cs.ualberta.ca/~jcheng/bnpc.htm
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Bayesian Network Toolbox (BNT)
Kevin Murphy's MATLAB toolbox - supports dynamic BNs, decision networks, many exact and approximate inference algorithms, parameter estimation, and structure learning
http://www.ai.mit.edu/~murphyk/Software/BNT/bnt.html
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RISO
Robert Dodier's open source package for distributed, heterogeneous belief networks in Java - allows different conditional distributions
http://riso.sourceforge.net
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BayesiaLab
Bayesian network laboratory producing a broad set of tools for structure learning, analysis, adaptive questionnaires, and dynamic Bayesian networks
http://www.bayesia.com
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Kevin Murphy's list of Bayesian network software
Most up-to-date list available.
http://www.ai.mit.edu/~murphyk/Software/bnsoft.html
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Bayesline
Very generic and free (LGPL) Belief Network Framework in C++ - supports a broad range of knowledge and dependency types for network variables and clusters of variables
http://bayesline.sourceforge.net
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XML Belief Network File Format
Proposed XML standard for describing Bayesian belief networks.
http://www.research.microsoft.com/dtas/bnformat/
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DecsionQ Bayesian Predictive Analysis Software
A data mining software company that has a fully automated data modeling and predictive analytics package.
http://www.decisionq.com
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CleverSet, Inc.
Develops and exploits proprietary Relational Bayesian Modeling (RBM) technology and applications that provide real-time, actionable results from large amounts of dynamic, multi-faceted, ambiguous information.
http://www.cleverset.com
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Bayesian Network tools in Java (BNJ)
Open-source suite of software tools for research and development using graphical models of probability, published by Kansas State University Laboratory for Knowledge Discovery in Databases (KDD)
http://bnj.sourceforge.net
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