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readme formatting
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jacobwilliams committed Jan 23, 2024
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Expand Up @@ -20,10 +20,7 @@ A work in progress.
* Is object-oriented.
* Works with square, under-determined, or over-determined systems.
* Three different methods to solve the linear system:
1. [LAPACK](https://www.netlib.org/lapack/) routines (`dgesv` or `dgels`) for dense systems:
* if `n=m`, uses `dgesv` (LU decomposition)
* if `n/=m`, uses `dgels` (if `m>n` uses QR factorization,
if `m<n` uses LQ factorization)
1. [LAPACK](https://www.netlib.org/lapack/) routines (`dgesv` or `dgels`) for dense systems: If `n=m`, uses `dgesv` (LU decomposition). If `n/=m`, uses `dgels` (if `m>n` uses QR factorization, if `m<n` uses LQ factorization).
2. [lsqr](https://github.com/jacobwilliams/LSQR) -- a conjugate-gradient type method for solving sparse linear equations and sparse least-squares problems.
3. [lusol](https://github.com/jacobwilliams/lusol) -- A sparse LU factorization for square and rectangular matrices, with Bartels-Golub-Reid updates for column replacement and other rank-1 modifications.
* Has a Broyden update option.
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