Add a dispatch to SimpleNewtonRaphson for NNLS and SimpleGaussNewton

[ChrisRackauckas]

Fixes #82

[codecov]

Codecov Report

Merging #91 (cf03317) into main (0d73574) will decrease coverage by 0.07%.
The diff coverage is 83.33%.

@@            Coverage Diff             @@
##             main      #91      +/-   ##
==========================================
- Coverage   92.54%   92.47%   -0.07%     
==========================================
  Files          21       21              
  Lines        1059     1063       +4     
==========================================
+ Hits          980      983       +3     
- Misses         79       80       +1     

Files	Coverage Δ
src/SimpleNonlinearSolve.jl	76.47% <ø> (ø)
src/raphson.jl	88.63% <83.33%> (-1.37%)	⬇️

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[ChrisRackauckas]

LBroyden is having issues, @avik-pal can you look into that? https://github.com/SciML/SimpleNonlinearSolve.jl/actions/runs/6690175885/job/18174996133?pr=91#step:6:581

[avik-pal]

I will take a look at LBroyden.

[mateuszbaran]

This change is likely the reason for a CI issue in Manifolds.jl: https://github.com/JuliaManifolds/Manifolds.jl/actions/runs/6774649334/job/18412199878

ERROR: LoadError: UndefVarError: `NonlinearLeastSquaresProblem` not defined
Stacktrace:
 [1] top-level scope
   @ ~/.julia/packages/SimpleNonlinearSolve/nusbP/src/raphson.jl:66
 [2] include(mod::Module, _path::String)
   @ Base ./Base.jl:457
 [3] include(x::String)
   @ SimpleNonlinearSolve ~/.julia/packages/SimpleNonlinearSolve/nusbP/src/SimpleNonlinearSolve.jl:1
 [4] top-level scope
   @ ~/.julia/packages/SimpleNonlinearSolve/nusbP/src/SimpleNonlinearSolve.jl:30
 [5] include
   @ ./Base.jl:457 [inlined]
 [6] include_package_for_output(pkg::Base.PkgId, input::String, depot_path::Vector{String}, dl_load_path::Vector{String}, load_path::Vector{String}, concrete_deps::Vector{Pair{Base.PkgId, UInt128}}, source::String)
   @ Base ./loading.jl:2049
 [7] top-level scope
   @ stdin:3
in expression starting at /home/runner/.julia/packages/SimpleNonlinearSolve/nusbP/src/raphson.jl:66
in expression starting at /home/runner/.julia/packages/SimpleNonlinearSolve/nusbP/src/SimpleNonlinearSolve.jl:1
in expression starting at stdin:3
ERROR: LoadError: Failed to precompile SimpleNonlinearSolve [727e6d20-b764-4bd8-a329-72de5adea6c7] to "/home/runner/.julia/compiled/v1.9/SimpleNonlinearSolve/jl_TcxlTY".
Stacktrace:
  [1] error(s::String)
    @ Base ./error.jl:35
  [2] compilecache(pkg::Base.PkgId, path::String, internal_stderr::IO, internal_stdout::IO, keep_loaded_modules::Bool)
    @ Base ./loading.jl:2300
  [3] compilecache
    @ ./loading.jl:2167 [inlined]
  [4] _require(pkg::Base.PkgId, env::String)
    @ Base ./loading.jl:1805
  [5] _require_prelocked(uuidkey::Base.PkgId, env::String)
    @ Base ./loading.jl:1660
  [6] macro expansion
    @ ./loading.jl:1648 [inlined]
  [7] macro expansion
    @ ./lock.jl:267 [inlined]
  [8] require(into::Module, mod::Symbol)
    @ Base ./loading.jl:1611
  [9] include
    @ ./Base.jl:457 [inlined]
 [10] include_package_for_output(pkg::Base.PkgId, input::String, depot_path::Vector{String}, dl_load_path::Vector{String}, load_path::Vector{String}, concrete_deps::Vector{Pair{Base.PkgId, UInt128}}, source::String)
    @ Base ./loading.jl:2049
 [11] top-level scope
    @ stdin:3
in expression starting at /home/runner/.julia/packages/OrdinaryDiffEq/JJd6g/src/OrdinaryDiffEq.jl:1
in expression starting at stdin:3
ERROR: LoadError: Failed to precompile OrdinaryDiffEq [1dea7af3-3e70-54e6-95c3-0bf5283fa5ed] to "/home/runner/.julia/compiled/v1.9/OrdinaryDiffEq/jl_zdd1L8".
Stacktrace:
 [1] error(s::String)
   @ Base ./error.jl:35
 [2] compilecache(pkg::Base.PkgId, path::String, internal_stderr::IO, internal_stdout::IO, keep_loaded_modules::Bool)
   @ Base ./loading.jl:2300
 [3] compilecache
   @ ./loading.jl:2167 [inlined]
 [4] _require(pkg::Base.PkgId, env::String)
   @ Base ./loading.jl:1805
 [5] _require_prelocked(uuidkey::Base.PkgId, env::String)
   @ Base ./loading.jl:1660
 [6] macro expansion
   @ ./loading.jl:1648 [inlined]
 [7] macro expansion
   @ ./lock.jl:267 [inlined]
 [8] require(into::Module, mod::Symbol)
   @ Base ./loading.jl:1611
in expression starting at /home/runner/work/Manifolds.jl/Manifolds.jl/docs/make.jl:39

[avik-pal]

@ChrisRackauckas this probably needed a version lower bound on SciMLBase

[avik-pal]

Also https://github.com/JuliaManifolds/Manifolds.jl/actions/runs/6774649334/job/18412199878#step:9:86 is v"1.98", not even sure how such an old version got installed

[mateuszbaran]

I forgot to update BoundaryValueDiffEq compatibility in docs; anyway, this also happens on Julia 1.6: https://github.com/JuliaManifolds/Manifolds.jl/actions/runs/6774649345/job/18412201063 where newer BoundaryValueDiffEq is not available.