A stand-alone program to allow practical MCMC methods available to applied statisticians. Either a point and click interface can be used to control the analysis or a graphical interface can be constructed. The BUGs project also includes links to GeoBU...

A large collection of multiple sequence alignments and trained hidden Markov models covering many common protein domains. Alignments are included as well as models for 8296 protein families, based on the Swissprot 48.9 and SP-TrEMBL 31.9 protein seque...

A tool used to build HMMs from multiple alignments and calculate e-scores. [GPL]

Open source computer learning system making use of the Bayesian inferencing engine. [GPL]

A large collection of Intelligent Agent projects complete with sourcecode. [GPL]

A large collection of algorithm projects with complete sourcecode. [GPL]

The famous free software BOT developed in promotion of AIML (Artificial Intelligence Markup Language). [FREE]

A toolset of genetic algorithm objects for C++ to perform optimization. Uses any representation and genetic operators. The documentation contains implementation and examples. Nice screenshots. PVM for distributed, parallel implementations. Includes gr...

A collection of tools that implement decision trees and tables, rule learners, Naive Bayes, support vector machines, voted perceptrons, multi-layer perceptron. Meta schemes include bagging, stacking, and boosting. Written in Java. [GPL]

A component based framework for data input/output, preprocessing, predictive modelling, ensemble methods, and modelling validation. [GPL]