The STK++ Project

Presentation

STK++ is a multi-platform toolkit written in C++ for creating fast and easy to use Statistics and/or data mining console programs.
In a medium term, STK++ will offer a complete set of template and not-template classes in C++, STK++ will be suitable for projects ranging from small one-off projects to complete data mining application suites.

All STK++ programs are free software; you can redistribute them and/or modify them under the terms of the GNU Lesser (Library) General Public License as published by the Free Software Foundation.

The licensing terms for STK++, the GNU LGPL, allow it to be used by all developers, including those developing proprietary software, without any license fees or royalties.

The STK++ team use the eclipse platform with the cdt plugin.

Tutorials

You will find tutorials for the use of the arrays classes and how to develop a statistical application

• Tutorials
  • A short introduction to the STK++ arrays
  • A stk++ application example: the MixBin program
  • Interfaces for the Statistical Models and Probabilities Laws

Projects

The STK++ project is divided in different projects, each of them being (eventually) divided into subproject:

• STKernel: Kernel tools
• Sdk: Software Development Kits
• Arrays: A complete set of containers oriented to numerical computation
• Analysis: Special functions
• Algebra: Linear Algebra tools
• STatistiK: Statistical Tools
• DManager: Tools for data management
• Reduct: Dimension reduction tools
• Regress: Regression tools
• StatModels: Statistical Models
• AAModels: Auto-Associative Models