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Home / Computers / Artificial Intelligence / Belief Networks / Software
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Web Sites
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- BayesBuilder - A tool for constructing and testing Bayesian networks.
www.mbfys.kun.nl/snn/Research/bayesbuilder
- Bayesian Knowledge Discoverer - Able to learn Bayesian Belief Networks from (possibly incomplete) databases. Algorithm based on the Bound and Collapse estimation method.
kmi.open.ac.uk/projects/bkd
- 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.
www.cs.ualberta.ca/~jcheng/bnpc.htm
- BN Toolbox - Matlab toolbox for belief network learning and inference.
www.cs.berkeley.edu/~murphyk/Bayes/bnt.html
- BucketElim - UNIX and Windows NT bucket-elimination inference software for belief networks.
www1.ics.uci.edu/~irinar
- BUGS - Bayesian inference Using Gibbs Sampling - Bayesian analysis of complex statistical models using Markov chain Monte Carlo (MCMC) methods.
www.mrc-bsu.cam.ac.uk/bugs
- CISpace tools for learning about belief networks - Set of Java applets and example networks.
www.cs.ubc.ca/labs/lci/CIspace/bayes.html
- CoCo - Model selection on graphical models (including belief networks).
www.math.auc.dk/~jhb/CoCo/cocoinfo.html
- 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.
www.cs.Helsinki.FI/research/cosco/Projects/NONE/SW
- Ergo - A Bayesian network editor and solver. [Windows/Macintosh]
www.noeticsystems.com/ergo
- 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.
www2.sis.pitt.edu/~genie
- JavaBayes - Bayesian networks in Java.
www.cs.cmu.edu/~javabayes/Home
- 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.
www.kic.com
- Lumina Decision Systems - Makers of Analytica, visual software tool for creating, analyzing, and communicating quantitative business models.
www.lumina.com
- Microsoft Belief Network Tools - Free Windows software for creation, assessment and evaluation of belief networks.
www.research.microsoft.com/dtas/msbn/default.htm
- MIM - Windows program for graphical modelling.
www.hypergraph.dk
- 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.
www.norsys.com/netica.html
- Pronel - Data mining tool for extracting Bayesian networks from data.
www.bayesian.net/pronel/index.html
- Pulcinella - Tool for propagating uncertainty through local computations based on the general framework of valuation systems proposed by Shenoy and Shafer.
iridia.ulb.ac.be/pulcinella/Welcome.html
- RISO - Implementation of distributed belief networks in Java.
civil.colorado.edu/~dodier/riso-info
- Software for Manipulating Belief Networks - Reviews free and commercial belief network software. No longer updated, but the reviews are comprehensive.
bayes.stat.washington.edu/almond/belief.html
- XBAIES - Rob Cowell's windows-based system for bayesian network inference and learning.
www.staff.city.ac.uk/~rgc/webpages/xbpage.html
- Kevin Murphy's list of bayesian network software - Most up-to-date list available.
www.cs.berkeley.edu/~murphyk/Bayes/bnsoft.html
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