PCA


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Background

Orthogonal Matrix

SVD

Solve:

$$ A = U\Sigma V^T $$

For non-square matrix $A$

  • $U$ (orthogonal matrix)
  • $\Sigma$ - n x n
  • $V^T$ - n x n matrix

Resources