TANAGRA is a free DATA MINING software for academic and research purposes. It proposes several data mining methods from exploratory data analysis, statistical learning, machine learning and databases area.
This project is the successor of SIPINA which implements various supervised learning algorithms, especially an interactive and visual construction of decision trees. TANAGRA is more powerful, it contains some supervised learning but also other paradigms such as clustering, factorial analysis, parametric and nonparametric statistics, association rule, feature selection and construction algorithms...
TANAGRA is an "open source project" as every researcher can access to the source code, and add his own algorithms, as far as he agrees and conforms to the software distribution license.
The main purpose of Tanagra project is to give researchers and students an easy-to-use data mining software, conforming to the present norms of the software development in this domain (especially in the design of its GUI and the way to use it), and allowing to analyse either real or synthetic data.
The second purpose of TANAGRA is to propose to researchers an architecture allowing them to easily add their own data mining methods, to compare their performances. TANAGRA acts more as an experimental platform in order to let them go to the essential of their work, dispensing them to deal with the unpleasant part in the programmation of this kind of tools : the data management.
The third and last purpose, in direction of novice developers, consists in diffusing a possible methodology for building this kind of software. They should take advantage of free access to source code, to look how this sort of software is built, the problems to avoid, the main steps of the project, and which tools and code libraries to use for. In this way, Tanagra can be considered as a pedagogical tool for learning programming techniques.
TANAGRA does not include, presently, what makes all the strength of the commercial softwares in this domain : a wide set of data sources, direct access to datawarehouses and databases, data cleansing, interactive utilization, ...
Please use this reference for referring to TANAGRA : Ricco Rakotomalala, "TANAGRA : un logiciel gratuit pour l'enseignement et la recherche", in Actes de EGC'2005, RNTI-E-3, vol. 2, pp.697-702, 2005.
(translation) Ricco RAKOTOMALALA, "TANAGRA: a free software for research and academic purposes", in Proceedings of EGC'2005, RNTI-E-3, vol. 2, pp.697-702, 2005. (in French)
Lyon - FRANCE