Welcome to malibu
malibu is an open source, portable machine learning workbench written in C++. This collection of learning algorithms focuses on supervised learning problems. It includes both third-party and native implementations covering a number of classification algorithms and wrapper methods. malibu also encompasses the most complete set of validation algorithms, metrics, tests and graphs.
News
09-12-08 Source code documentation. We are currently working on commenting the source code such that we can use Doxygen to create API documentation.
05-03-08 Development of a new site. In order to facilitate documentation, we are working on a new site. It will support wiki formatting similar to Google Code but allows multiple licensing.
01-06-08 Still working on documentation and the license. The third-party code uses a number of licenses and we are still working on the conflicts.
05-03-07 The open source license. As you may have noticed, we are currently having a little trouble choosing an appropriate open source license. While Google Code provides a nice set of utilities, it supports only a limited number of licenses. Suggestions?
04-24-07 A CVS repository, wiki and bug reporting have also been created on Google Code. Source could will be released shortly; we still need to choose an appropriate liscense.
04-24-07 A discussion board has been created. I can be found on Google Groups. See Forum for more details.
04-02-07 The malibu website has been released. The malibu workbench is currently avaliable to the datamining class.
03-26-07 malibu version 1.1 alpha has been released to select members of the community.
03-19-07 The malibu community is committed to promoting transparency in machine learning. To this end, please contribute by submitting your datasets and if you used the malibu workbench your configuration files here.
12-13-06 malibu version 1.0 alpha has been released to select members of the community.
Featured paper
Learning to translate sequence and structure to function: Identifying DNA binding and membrane binding proteins.
Langlois, R. E., M. B. Carson, N. Bhardwaj and H. Lu
Annals of Biomedical Engineering accepted, 2006.
Have you used malibu in your work and would like your paper featured here? Please, shoot us an e-mail.