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Topic: Matrix Manipulation Problem / Level: advanced
Problem:
Write a program to compute the singular value decomposition (SVD) of a matrix and reconstruct it.
More Problems
Write a program to implement the QR decomposition of a matrix using Gram-Schmidt orthogonalization.
Write a program to perform matrix factorization for collaborative filtering with alternating least squares.
Write a program to compute the matrix exponential using the Padé approximation.
Write a program to find the eigenvalues and eigenvectors of a matrix using the power iteration method.
Write a program to check if a matrix is diagonally dominant and compute its spectral radius.
Write a program to implement the power method for finding the largest eigenvalue of a matrix.
Write a program to compute the Moore-Penrose pseudoinverse of a matrix.
Write a program to perform Cholesky decomposition of a symmetric positive definite matrix.
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