PCA


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Background

Orthogonal Matrix

SVD

Solve:

A=UΣVTA = U\Sigma V^T

For non-square matrix AA

  • UU (orthogonal matrix)
  • Σ\Sigma - n x n
  • VTV^T - n x n matrix

Resources