Tools

Reasoning

• ABEL - Assumption-based language
• Bayesia lab (commercial)
• Bayes net toolbox - Matlab (Murphy)
• BayesServer (commercial)
• BayoNet (translated from Japanese)
• BDAGL - Bayesian DAG learning (Murphy)
• Dempster-Shafer engine
• Elvira - Bayes nets in Java - University of Granada
• Fusion rule technology
• GeNIe and SMILE - tools for Bayesian networks
• Imprecise probability propagation toolbox - (matlab)
• Imprecise probability software tools (ISIPTA)
• JavaBayes - Bayesian networks in Java (F. Cozman)
• JNCC2 - Java implementation of the Naive Credal Classifier 2 (Corani and Zaffalon)
• JESS - Rule engine in Java
• libDAI - discrete approximate inference (C++ library)
• MLOSS-Machine learning open source software
• NetLogo - cross-problem multi-agent programmable modeling environment.
• OpenBayes - Bayesian Networks for Python
• Poulin-Hugin - Bayesian knowledge discovery and prediction (free for non-commercial use)
• Primula - system is a tool for probabilistic modelling of relational structures
• Pulcinella - uncertainty propagation
• RAMAS Risk Calc (commercial)
• SamIam (Bayesian networks)
• Shotgun statistic search SSS
• Statool - tool for operations on distribution functions and p-boxes
• TBM lab (P. Smets)
• - A collection of software packages for graphical models

Other

• Brahms - agent simulation
• COLT - Java package for scientific computing
• Culler (Lexware) - explore information fusion articles
• Illimine - machine learning
• JAMA - Java package for matrix manipulation
• JBotSim Library - distributed algorithms in simulated dynamic networks
• MLcomp - comparison of machine learning techniques
• MUCM toolkit - Managing Uncertainty in Complex Models
• Rapid Miner - data mining
• Repast agent simulation toolkit
• SciPy - Scientific computing for Python
• SHOGUN - machine learning toolbok
• Weka - data mining