pomad

pomad: PrObabilistic MAtrix Decompositions from Halko et al., 2011

Python implementation of algorithms from paper Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions, by N. Halko, P. G. Martinsson and J. A. Tropp, SIAM review, 53 (2), 2011.

Install

Install the current release with pip:

pip install pomad

For additional details, see doc/install.rst.

Usage

See the documentation.

Bugs

Please report any bugs that you find through the pomad GitLab project.

You can also fork the repository and create a merge request.

Source code

The source code of pomad is available via its GitLab project.

You can clone the git repository of the project using the command:

git clone git@gitlab.lis-lab.fr:valentin.emiya/pomad.git

Copyright © 2019-2020

• Laboratoire d'Informatique et Systèmes
• Université d'Aix-Marseille
• Centre National de la Recherche Scientifique
• Université de Toulon

Contributors

• Valentin Emiya

License

Released under the GNU General Public License version 3 or later (see LICENSE.txt).