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Matrix Decomposition Methods

QR Decomposition

SVD Decomposition

Singular Value Decomposition (SVD) is the process of decomposing a matrix A this way:

<math>\Biggl( A \Biggr] = \Biggl( U \Biggr] \dot \Biggl( \Sigma \Biggr] \dot \Biggl( V \Biggr]^T</math>

LU Decomposition

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