Artificial Intelligence: Belief Networks: Software

Free Windows software for creation, assessment and evaluation of belief networks.

Reviews free and commercial belief network software. No longer updated, but the reviews are comprehensive.

Windows program for graphical modelling.

Makers of Analytica, visual software tool for creating, analyzing, and communicating quantitative business models.

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.

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.

Tool for propagating uncertainty through local computations based on the general framework of valuation systems proposed by Shenoy and Shafer.

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.

Bayesian analysis of complex statistical models using Markov chain Monte Carlo (MCMC) methods.

Bayesian networks in Java.

Data mining tool for extracting Bayesian networks from data.

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.

Rob Cowell's windows-based system for bayesian network inference and learning.

Model selection on graphical models (including belief networks).

System based on Jie Cheng's three-phase belief network construction algorithm. Includes a wizard-like user interface and a belief network construction engine.

Able to learn Bayesian Belief Networks from (possibly incomplete) databases. Algorithm based on the Bound and Collapse estimation method.