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Mathematically, the vector x is an eigenvector of A if: with λ (pronounced “lambda”) being the eigenvalue corresponding to the eigenvector x. Eigenvectors Eigenvectors of a matrix are nonzero vectors that are only rescaled when the matrix is applied to them. If the scaling factor is positive, the