MIM
Windows program for graphical modelling.
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.
Pronel
Data mining tool for extracting Bayesian networks from data.
Pulcinella
Tool for propagating uncertainty through local computations based on the general framework of valuation systems proposed by Shenoy and Shafer.
RISO
Robert Dodier's open source package for distributed, heterogeneous belief networks in Java - allows different conditional distributions
SamIam: Sensitivity Analysis, Modeling, Inference and More
SamIam is a comprehensive tool for modeling and reasoning with Bayesian networks, developed in Java by the Automated Reasoning Group of Professor Adnan Darwiche at UCLA.
Software for Manipulating Belief Networks
Reviews free and commercial belief network software. No longer updated, but the reviews are comprehensive.
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.
XBAIES
Rob Cowell's windows-based system for bayesian network inference and learning.
XML Belief Network File Format
Proposed XML standard for describing Bayesian belief networks.
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