Add Halley and Householder to SimpleNonlinearSolve #507
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avik-pal
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Nov 19, 2024
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lib/SimpleNonlinearSolve/ext/SimpleNonlinearSolveTaylorDiffExt.jl
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Would be fine once SciML/ADTypes.jl#99 is ready |
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Checklist
contributor guidelines, in particular the SciML Style Guide and
COLPRAC.
Additional context
Note that I didn't use
AutoTaylorDiff()as the ADType, since TaylorDiff hasn't become a full-featured AD like ForwardDiff, therefore it's still faster to compute Jacobian with ForwardDiff or something else. Instead, an additional fieldTaylor_modeis added to control whether to use TaylorDiff or not.