[NumericalAnalysis] Eigen Problems 1

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Motivation

Statistical Motivation

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ODE Theory

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Spectral Embedding

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Properties

Eigenvalues and Eigenvectors

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Lemma

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Diagonalizability

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Similarity Transform

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Spectral Theorem

Spectrum and Spectral radius

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Hermitian Matrix

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Spectral Theorem

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