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What are Eigenvalues and Eigenvectors?

In mathematic an eigenvector or characteristic vector of a linear transformation is a nonzero vector that changes by a scalar factor when that linear transformation is applied to it. The corresponding eigenvalue, often denoted by, is the factor by which the eigenvector is scaled.

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