Computers

A database of cases described by a combination of real and discrete valued attributes, and automatically finds the natural classes in that data. It can be seen as a Naive Bayes classifier where the class node is hidden. [Free]

Short article on self-modifying software touching on co-training, partial-programming, and genetic programming (GP) methods of problem solving. [FREE]

A resource for open source software at NASA

A library of classes for optimizing (training) the generic models. Written in C++. Permission for use is required outside of classroom. [GPL]

Small portable online hand recognition system based on Support Vector Machines. Provides a relatively small machine model running at 50-100 char per second recognition speed. [BSD]

A collaborative machine learning weblog by John Langford.

Several algoritms with papers on Fast kernel density estimation, Improved Fast Gauss Transformation, and Fast ranking. Some unpublished papers are also included. [GPL]

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

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

A Highly Scalable, Distributed Open Source Storage Database providing index free adjacency. [AL]

A concise explanation of backward propagation neural networks for handwriting analysis. Beginning functions are given for its 'Brain Net' library in VB.Net. [LGPL]

Software that provides a high level of automation in analyzing streaming data, the ability to learn continuously from data, and the ability to drive action from the output of Grok's data models.

A Boltzmann machine based framework for development of non-deterministic intelligent state models. [GPL]

An open source Python library that implements a range of machine learning, preprocessing, cross-validation and visualization algorithms using a unified interface. Provides documentation and source code.