Useful links
- Weka - includes many methods/algorithms for data pre-processing, classification, regression, clustering, association rules, and visualization;
- RapidMiner - includes many tools for data pre-processing, classification, regression, clustering, association rules, and visualization, all performed in a nested operator chain manner;
- KEEL - includes knowledge extraction algorithms, preprocessing techniques, evolutionary rule learning, genetic fuzzy systems etc.;
- TANAGRA - includes methods for data access, statistics, feature selection, classification, clustering, visualization, association etc.;
- Torch, Torch - a Matlab-like environment for state-of-the-art machine learning algorithms;
- Orange - a component-based data mining software;
- STPRtool - Statistical Pattern Recognition Toolbox for Matlab contains a selection of statistical pattern recognition methods including linear discriminant, PCA, density estimation, clustering, Support Vector Machines, and many other, as well as those implemented in the XTAL package;
- XTAL - a collection of methods for regression: Projection Pursuit Regression, Multilayer Perceptron, MARS, k-nearest Neighbours, Constrained Topological Mapping;
- SUrrogate MOdeling (SUMO) Toolbox - a Matlab toolbox that automatically builds surrogate models of a given data source;
- Surrogates toolbox - a Matlab toolbox for surrogate modelling;
- DACE toolbox - a Matlab code for performing Kriging interpolation;
- Forrester - a Matlab code (accompanying a book) for performing Kriging and RBF interpolation, surrogate-based optimization with infill criteria, and other stuff;
- EasyKrig - another Matlab code for performing Kriging interpolation;
- Krigifier - C++ code for performing Kriging and RBF interpolation;
- Octave-gpr - Kriging interpolation written in Fortran for Octave;
- Kriging Java applet;
- Different Gaussian Process software;
- Surfpack - C++ and Fortran code for performing low-degree polynomial regression, Kriging interpolation, MARS, a simple artificial neural network, and a basic RBF;
- Earth - R code for building regression models using MARS;
- FANN - Fast Artificial Neural Network library in C;
- MLC++ - a library of C++ classes for supervised machine learning;
- Support Vector Machines software links;
- Kernel machines software links;
- SVMlight - an implementation of Support Vector Machines in C;
- Engineering software links;
- C4.5;
- DAKOTA - Design Analysis Kit for Optimization and Terascale Applications;
- GNU Scientific Library;
- GNU Octave - a high-level language primarily intended for numerical computations that is mostly compatible with Matlab;
- FreeMat - a high-level language primarily intended for numerical computations that is mostly compatible with Matlab;
- SciLab - a high-level language primarily intended for numerical computations that is mostly compatible with Matlab;
- Machine Learning Open Source Sofware;
- PRTools - a Matlab based toolbox for pattern recognition;
- KDnuggets - more software;
- Group Method of Data Handling, Group Method of Data Handling;
- Group of Adaptive Models Evolution - software for building Group Method of Data Handling alike artificial neural networks using different kinds of neurons;
