Added Levenberg-Marquardt algorithm and svd Golub-Kahan #513
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Reference: kscience/kmath#513
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Delete Branch "dev"
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The main addition is a huge function that does not seem to require access to the algebra internals. I think it should be moved to a separate file as an extension. Also naming and parameter passing needs some work.
I am unfamiliar with the algorithms, so only coding conventions were reported.
@margarita0303 You need to address all questions, bring the branch up to date with dev and re-request review.
Some changes (especially in naming must be done, but they could be done post-merge
@grinisrit @CommanderTvis