Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
complex data structures. In essence, SVD is a method of decomposing any matrix into a product of three specific matrices. To be more precise, for any given m×n matrix A, SVD finds a decomposition such that: A = UΣV^(*) Where: U is an m×m unitary matrix (satisfying U^()×U = I, where U^() is the