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Topia!: Computers: Artificial Intelligence: Belief Networks: Software (31)
See Also:
 Kevin Murphy's list of Bayesian network software - Most up-to-date list available.Microsoft Belief Network Tools - Free Windows software for creation, assessment and evaluation of belief networks. Software for Manipulating Belief Networks - Reviews free and commercial belief network software. No longer updated, but the reviews are comprehensive. MIM - Windows program for graphical modelling. Lumina Decision Systems - Makers of Analytica, visual software tool for creating, analyzing, and communicating quantitative business models. 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. 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. Pulcinella - Tool for propagating uncertainty through local computations based on the general framework of valuation systems proposed by Shenoy and Shafer. 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. BUGS - Bayesian inference Using Gibbs Sampling - Bayesian analysis of complex statistical models using Markov chain Monte Carlo (MCMC) methods. JavaBayes - Bayesian networks in Java. Pronel - Data mining tool for extracting Bayesian networks from data. Genie/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. XBAIES - Rob Cowell's windows-based system for bayesian network inference and learning. CoCo - Model selection on graphical models (including belief networks). 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. Bayesian Knowledge Discoverer - Able to learn Bayesian Belief Networks from (possibly incomplete) databases. Algorithm based on the Bound and Collapse estimation method. BayesBuilder - A tool for constructing and testing Bayesian networks. BucketElim - UNIX and Windows NT bucket-elimination inference software for belief networks. Ergo - A Bayesian network editor and solver. [Windows/Macintosh] WebWEavr-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. Bayesian Belief and Decision Networks Applet - CISpace tools for learning about belief networks: a set of Java applets and example networks. 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 RISO - Robert Dodier's open source package for distributed, heterogeneous belief networks in Java - allows different conditional distributions DEAL - Open source package for the technical computing language R, developed by Aalborg University and Novo Nordisk A/S - analysis and structure learning of Bayesian networks with discrete and/or continuous variables BayesiaLab - Bayesian network laboratory producing a broad set of tools for structure learning, analysis, adaptive questionnaires, and dynamic Bayesian networks 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) Inquiring Knowledge Networks On the Web (IKNOW) - IKNOW, an interdisciplinary project from the University of Illinois at Urbana-Champaign, helps enhance individuals' ability to access and visualize an organizations knowledge and social capital 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 XML Belief Network File Format - Proposed XML standard for describing Bayesian belief networks. DecsionQ Bayesian Predictive Analysis Software - A data mining software company that has a fully automated data modeling and predictive analytics package.
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