mlpy

mlpy
DevelopersLead Developer: Davide Albanese; Contributors: Giuseppe Jurman, Stefano Merler, Roberto Visintainer, Marco Chierici
Stable release
3.5.0 / 12 March 2012 (2012-03-12)
Written inPython, C and C++
Operating systemLinux, macOS, FreeBSD, Microsoft Windows
TypeMachine learning
LicenseGPL
Websitemlpy.sourceforge.net

mlpy is a Python, open-source, machine learning library built on top of NumPy/SciPy, the GNU Scientific Library and it makes an extensive use of the Cython language. mlpy provides a wide range of state-of-the-art machine learning methods for supervised and unsupervised problems and it is aimed at finding a reasonable compromise among modularity, maintainability, reproducibility, usability and efficiency. mlpy is multiplatform, it works with Python 2 and 3 and it is distributed under GPL3.

Suited for general-purpose machine learning tasks, mlpy's motivating application field is bioinformatics, i.e. the analysis of high throughput omics data.