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Also known as Numerical Analysis, Numerics aims to provide methods and algorithms for numerical computations.

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What are efficient algorithms to compute singular value decomposition (SVD)?

The Wikipedia article on principal component analysis states that Efficient algorithms exist to calculate the SVD of $X$ without having to form the matrix $X^TX$, so computing the SVD is now the s …
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