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Explore: Software, Belief Networks

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This page was last updated on October 14th, 2008
Software (from Belief Networks)
Canadian Content » Computers » Artificial_Intelligence » Belief_Networks » Software »
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.
BUGS - Bayesian inference Using Gibbs SamplingBUGS - Bayesian inference Using Gibbs Sampling
Bayesian analysis of complex statistical models using Markov chain Monte Carlo (MCMC) methods.
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.
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
BayesBuilderBayesBuilder
A tool for constructing and testing Bayesian networks.
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 applica
CoCoCoCo
Model selection on graphical models (including belief networks).
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.
MIMMIM
Windows program for graphical modelling.
XBAIESXBAIES
Rob Cowell's windows-based system for bayesian network inference and learning.
DEALDEAL
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
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), in
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.
JavaBayesJavaBayes
Bayesian networks in Java.
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)
Bayesian Belief and Decision Networks AppletBayesian Belief and Decision Networks Applet
CISpace tools for learning about belief networks: a set of Java applets and example networks.
PronelPronel
Data mining tool for extracting Bayesian networks from data.
RISORISO
Robert Dodier's open source package for distributed, heterogeneous belief networks in Java - allows different conditional distributions
Inquiring Knowledge Networks On the Web (IKNOW)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 organization's knowledge and social capital
Bayesian Knowledge DiscovererBayesian Knowledge Discoverer
Able to learn Bayesian Belief Networks from (possibly incomplete) databases. Algorithm based on the Bound and Collapse estimation method.
Software for Manipulating Belief NetworksSoftware for Manipulating Belief Networks
Reviews free and commercial belief network software. No longer updated, but the reviews are comprehensive.
XML Belief Network File FormatXML Belief Network File Format
Proposed XML standard for describing Bayesian belief networks.
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
BayesiaLabBayesiaLab
Bayesian network laboratory producing a broad set of tools for structure learning, analysis, adaptive questionnaires, and dynamic Bayesian networks
PulcinellaPulcinella
Tool for propagating uncertainty through local computations based on the general framework of valuation systems proposed by Shenoy and Shafer.
ErgoErgo
A Bayesian network editor and solver. [Windows/Macintosh]
Lumina Decision SystemsLumina Decision Systems
Makers of Analytica, visual software tool for creating, analyzing, and communicating quantitative business models.
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.
Microsoft Belief Network ToolsMicrosoft Belief Network Tools
Free Windows software for creation, assessment and evaluation of belief networks.
Kevin Murphy's list of Bayesian network softwareKevin Murphy's list of Bayesian network software
Most up-to-date list available.
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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