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What is a singular value decomposition?

What is a singular value decomposition? Here are some definitions.

Noun
  1. (linear algebra) A particular type of factorisation of a matrix into a product of three matrices, of which the second is a diagonal matrix that has as the entries on its diagonal the singular values of the original matrix.
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