PrObabilistic MAtrix DEcompositions from Halko et al., 2011
skpomade: 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 the current release with pip:
pip install skpomade
For additional details, see doc/install.rst.
See the documentation.
Please report any bugs that you find through the skpomade GitLab project.
You can also fork the repository and create a merge request.
The source code of skpomade is available via its GitLab project.
You can clone the git repository of the project using the command:
git clone email@example.com:valentin.emiya/skpomade.git
Copyright © 2019-2020
Released under the GNU General Public License version 3 or later (see LICENSE.txt).
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.