Singular Values of an $n$ dimensional matrix

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I am interested in calculating the maximum singular value of an $n$ dimensional matrix in python. Can I reshape this matrix as a $2$-D matrix and calculate its operator norm? Are the singular values of a matrix independent of its shape?