NonlinearSolve.jl

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fixes https://github.com/SciML/SimpleNonlinearSolve.jl/issues/164

New Package Versions

• NonlinearSolveBase: v1.1
• BracketingNonlinearSolve: v1.1
• SimpleNonlinearSolve: v2
• NonlinearSolveFirstOrder: v1
• NonlinearSolveSpectralMethods: v1
• NonlinearSolveQuasiNewton: v1
• NonlinearSolve: v4

Checklist

• [x] Linear Solve Wrapper moved into NonlinearSolveBase. Additionally, it generalizes how the \ and structured Array checks were used.
• [x] Move Jacobian Code into NonlinearSolveBase
• [x] Move Descent Direction Code into NonlinearSolveBase
• [x] Sub-Packages
  • [x] NonlinearSolveSpectralMethods
  • [x] NonlinearSolveQuasiNewton
  • [x] NonlinearSolveFirstOrder
• [ ] Tests for Sub-Packages
  • [x] NonlinearSolveSpectralMethods
  • [x] NonlinearSolveQuasiNewton
  • [ ] NonlinearSolveFirstOrder
• [x] Use these subpackages in NonlinearSolve
• [ ] ForwardDiff dispatches in NonlinearSolve
• [x] Update other packages
  • [x] SimpleNonlinearSolve
  • [x] BracketingNonlinearSolve
• [ ] Update documentation
• [ ] cleanup extension algorithms
• [ ] Dependency cleanup
• [ ] Local Testing
  • [x] NonlinearSolveBase
  • [x] BracketingNonlinearSolve
  • [x] SimpleNonlinearSolve
  • [ ] NonlinearSolveFirstOrder
  • [x] NonlinearSolveSpectralMethods
  • [x] NonlinearSolveQuasiNewton
  • [ ] NonlinearSolve
• [ ] CI scripts cleanup
  • [x] NonlinearSolveBase
  • [x] BracketingNonlinearSolve
  • [x] SimpleNonlinearSolve
  • [x] NonlinearSolveFirstOrder
  • [x] NonlinearSolveSpectralMethods
  • [x] NonlinearSolveQuasiNewton
  • [ ] NonlinearSolve

And a few more stuff...