eigenvalues
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Every matrix represents a linear transformation. A special kind of matrix, called a diagonal matrix is very easy to interpret: It should be obvious why we call this a diagonal matrix. It has non-zero entries along the main diagonal and zeros everywhere else. It should also not take much to imagine what the linear transformation…