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README_PACS.md

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#Version of RedSVD-h adapted for the course#

This is a software for SVD decomposition (useful for principal component analysis) To install it and have it available in the pacs directory hierarchy just type make

It's a template-only library so you just install the header file with

make install

with

make all

you have also a file with the description (you must have LaTeX installed!) of the algorithm and a test. In general, it is better to indicate DEBUG=no if you want efficiency.

IMPORTANT NOTE The file in include/RedSVD/RedSVD-h is the original version, while include/RedSVD/RedSVD.hpp is a new version that uses C++ random number generator classes to create the random matrix needed by the algorithm.