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SVD-Golub-Kahan

Singular Value computation using Golub-Kahan method, an efficient and real-time method.

What is this ?

A m-file which implements the Golub-Kahan method for SVD computation, i did it when i was an undergraduate student and find it now useful to share.

What is required ?

It's compatible with all m-file interpreter (Matlab, GNU Octave, Scilab). However, GNU Octave is recommended. It's free, open-source and native in many Linux distibutions.

To use it, just download svd2.m file and execute it on your m-file interpreter.

How does it work ?

The method is described in the following article : GOLUB-KAHAN-1965

A (very old) temporary report can be found here : Report but has not been yet translated from French.