skpomade documentation


skpomade: stands for PrObabilistic MAtrix DEcompositions.

Package skpomade offers a 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,

skpomade: is mainly composed of two sub-modules:

Not all algorithms have been implemented yet.


Date:May 25, 2020

Indices and tables