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feat(numerics): add LU and Cholesky decompositions - #14

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feat(numerics): add LU and Cholesky decompositions#14
backlundtransform wants to merge 2 commits into
masterfrom
feat/lu-cholesky-decompositions

feat(numerics): add QR and eigenvalue decompositions

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