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  • skpomade

    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

    Install the current release with pip:

    pip install skpomade

    For additional details, see doc/install.rst.

    Usage

    See the documentation.

    Bugs

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

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

    Source code

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

    Copyright © 2019-2020

    Contributors

    License

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