Svd, Singular Values, Eigenvalue, Eigenvectors, Sklearn.
received from AA^T:\n{}".format(eigen_values_U)) print("eigen_vectors_U received from AA^T:\n{} which is same as U obtained in SVD except in sign:\n{}".format(eigen_vectors_U, U)) Calculating V: eigen_values_V received from matrixA^TA is transposed to get V_transpose stated in the SVD equation.