Software

Software Links

• Kevin Murphy's list of bayesian network software Most up-to-date list available.
  
  
• TETRAD II Assists in the construction of causal explanations for sample data and their use in prediction.
  
• RISO Implementation of distributed belief networks in Java.
  
• 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.
  
• CoCo Model selection on graphical models (including belief networks).
  
• Bayesian Knowledge Discoverer Able to learn Bayesian Belief Networks from (possibly incomplete) databases. Algorithm based on the Bound and Collapse estimation method.
  
• 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.
  
• 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.
  
• Pronel Data mining tool for extracting Bayesian networks from data.
  
• BN Toolbox Matlab toolbox for belief network learning and inference.
  
• CISpace tools for learning about belief networks Set of Java applets and example networks.
  
• Microsoft Belief Network Tools Free Windows software for creation, assessment and evaluation of belief networks.
  
• XBAIES Rob Cowell's windows-based system for bayesian network inference and learning.
  
• 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.
  
• Pulcinella Tool for propagating uncertainty through local computations based on the general framework of valuation systems proposed by Shenoy and Shafer.
  
• BayesBuilder A tool for constructing and testing Bayesian networks.
  
• MIM Windows program for graphical modelling.
  
• 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.
  
• Lumina Decision Systems Makers of Analytica, visual software tool for creating, analyzing, and communicating quantitative business models.
  
• Noetic Systems Incorporated Ergo is a Bayesian network editor and solver. [Windows/MacOS]
  
• JavaBayes Bayesian networks in Java.
  
• 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.
  
• Software for Manipulating Belief Networks Reviews free and commercial belief network software. No longer updated, but the reviews are comprehensive.
  
• IDEAL: Influence Diagram Evaluation and Analysis in Lisp Test bed for work in influence diagrams and Bayesian networks.
  
• BUGS - Bayesian inference Using Gibbs Sampling Bayesian analysis of complex statistical models using Markov chain Monte Carlo (MCMC) methods.