Matrix Factorization, Matrix Decomposition, Svd, Singular Values, Mathematics.
mathematical elegance and universality of SVD make it a more appealing choice compared to other types of matrix decomposition. For instance, singular values can be considered a matrix’s “natural” coordinate system, revealing its intrinsic structure regardless of its shape. Compared to other matrix