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feat(linalg): Add weighted and generalized least squares solvers#1096

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aamrindersingh:1047-weighted-lstsq
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feat(linalg): Add weighted and generalized least squares solvers#1096
aamrindersingh wants to merge 3 commits into
fortran-lang:masterfrom
aamrindersingh:1047-weighted-lstsq

fix(linalg): use column-major loops and harden input validation in we…

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