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| | Software - Machine Learning, Artificial Intelligence, Computers 82
Software - Bayesian Analysis, Statistics, Math, Science 2
 Kevin Murphy's list of Bayesian network softwareKevin Murphy's list of Bayesian network software
 
Most up-to-date list available.
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AgenaRiskAgenaRisk
 Bayesian network, simulation and risk analysis software. Supports exact and approximate inference in hybrid and dynamic networks for decision support, diagnosis, statistical learning and prediction applications.
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BayesBuilderBayesBuilder
 A tool for constructing and testing Bayesian networks.
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BayesiaLabBayesiaLab
 Bayesian network laboratory producing a broad set of tools for structure learning, analysis, adaptive questionnaires, and dynamic Bayesian networks
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Bayesian Knowledge DiscovererBayesian Knowledge Discoverer
 Able to learn Bayesian Belief Networks from (possibly incomplete) databases. Algorithm based on the Bound and Collapse estimation method.
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Bayesian Network Toolbox (BNT)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
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Bayesian Network tools in Java (BNJ)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)
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BayeslineBayesline
 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
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Belief Net Power ConstructorBelief 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.
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BNet Desktop Software and Developer ToolkitsBNet Desktop Software and Developer Toolkits
 BNet.Builder is a belief network software application. BNet.EngineKit provides an embeddable engine.
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BUGS - Bayesian inference Using Gibbs SamplingBUGS - Bayesian inference Using Gibbs Sampling
 Bayesian analysis of complex statistical models using Markov chain Monte Carlo (MCMC) methods.
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Charles River Analytics, Inc.Charles River Analytics, Inc.
 BNet™.Builder is a desktop application for rapidly creating Belief Networks, entering information, and getting results. BNet.EngineKit is a developer toolkit for researchers and engineers to use to embed belief networks in software applications.
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CleverSet, Inc.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.
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Complex Systems Computation Group (CoSCo)Complex Systems Computation Group (CoSCo)
 BAYDA software implements Bayesian predictive discriminant analysis, where the aim is to build a model for predicting the value of one discrete (class, group, category) variable using other variables.
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DecsionQ Bayesian Predictive Analysis SoftwareDecsionQ Bayesian Predictive Analysis Software
 A data mining software company that has a fully automated data modeling and predictive analytics package.
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Genie/SmileGenie/Smile
 GeNIe is a development environment for building graphical decision-theoretic models running under Windows operating systems. SMILE is its portable inference engine, consisting of a library of C++ classes, currently compiled for Windows, Solaris and Linux.
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HUGIN EXPERT - HuginHUGIN EXPERT - Hugin
 Developers of the Hugin tool
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JavaBayesJavaBayes
 Bayesian networks in Java.
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Knowledge Industries, Inc.Knowledge Industries, Inc.
 Builds and licenses diagnostic software based upon Bayesian Belief Networks for medical, industrial and management applications. Software includes editors/compilers, test/review tools and inference engines embeddable in stand-alone and web-based applications.
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Lumina Decision SystemsLumina Decision Systems
 Makers of Analytica, visual software tool for creating, analyzing, and communicating quantitative business models.
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Microsoft Belief Network ToolsMicrosoft Belief Network Tools
 Free Windows software for creation, assessment and evaluation of belief networks.
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MIMMIM
 Windows program for graphical modelling.
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Norsys Software Corp.Norsys Software Corp.
 Netica is a complete program for working with belief networks and influence diagrams. Feature compiles belief (Bayesian) networks into a junction tree of cliques for fast probabilistic reasoning.
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PulcinellaPulcinella
 Tool for propagating uncertainty through local computations based on the general framework of valuation systems proposed by Shenoy and Shafer.
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RISORISO
 Robert Dodier's open source package for distributed, heterogeneous belief networks in Java - allows different conditional distributions
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SamIam: Sensitivity Analysis, Modeling, Inference and MoreSamIam: Sensitivity Analysis, Modeling, Inference and More
 A tool for modeling and reasoning with Bayesian networks, developed in Java by the Automated Reasoning Group of Professor Adnan Darwiche at UCLA.
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WebWEavr-IIIWebWEavr-III
 WEBWEAVR-III is a Java application that supports the construction of Bayesian networks, inference in standard and dynamic Bayesian networks and decomposable Markov networks, construction and verification of multiply-sectioned Bayesian networks (MSBNs), inference in multi-agent MSBNs, and learning decomposable Markov networks.
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XBAIESXBAIES
 Rob Cowell's windows-based system for bayesian network inference and learning.
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XML Belief Network File FormatXML Belief Network File Format
 Proposed XML standard for describing Bayesian belief networks.
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