Mr. IntegralLinear Algebra Checkpoint — Cheat sheet
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Core rule
Use elimination for exact systems, QR for full-column-rank least squares, eigenvectors for invariant directions, and SVD for general rectangular geometry and sensitivity.
Watch for
Report whether a solution exists and is unique. Separate residual error, measurement sensitivity and numerical rounding.