mlpy
| mlpy | |
|---|---|
| Developers | Lead Developer: Davide Albanese; Contributors: Giuseppe Jurman, Stefano Merler, Roberto Visintainer, Marco Chierici |
| Stable release | 3.5.0
/ 12 March 2012 |
| Written in | Python, C and C++ |
| Operating system | Linux, macOS, FreeBSD, Microsoft Windows |
| Type | Machine learning |
| License | GPL |
| Website | mlpy |
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.