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R package for numerical linear algebra with explicit numerical diagnostics: pivoted-QR and SVD least squares, preconditioned conjugate gradients on checked linear operators with sparse adapters, randomized SVD with stabilized subspace iteration, and residual, rank and backward-error checks.
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