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NonlinearSolveSpectralMethods NonlinearSolveSpectralMethods-v1.3.0

Diff since NonlinearSolveSpectralMethods-v1.2.0

Merged pull requests: - Add a GPU tutorial (#589) (@ChrisRackauckas) - Add Alefeld method to documentation page (#591) (@fgittins) - chore(deps): bump julia-actions/julia-format from 3 to 4 (#592) (@dependabot[bot]) - Update CI_NonlinearSolve.yml (#594) (@ChrisRackauckas) - Fix test error for non-CUDA machines (#595) (@fgittins) - early exit in SimpleTrustRegion (#598) (@ChrisRackauckas) - CompatHelper: bump compat for SciMLOperators to 0.4 for package NonlinearSolveBase, (keep existing compat) (#601) (@github-actions[bot]) - CompatHelper: bump compat for SciMLOperators to 0.4 for package NonlinearSolveQuasiNewton, (keep existing compat) (#602) (@github-actions[bot]) - CompatHelper: bump compat for SciMLOperators to 0.4 for package SciMLJacobianOperators, (keep existing compat) (#603) (@github-actions[bot]) - Handle default solver for SCCs (#604) (@ChrisRackauckas) - Fix generic fallbacks for L2Norm (#605) (@ChrisRackauckas) - Fix return codes for nonlinear least squares (#606) (@ChrisRackauckas) - CompatHelper: bump compat for DifferentiationInterface to 0.7 for package SciMLJacobianOperators, (keep existing compat) (#607) (@github-actions[bot]) - CompatHelper: bump compat for DifferentiationInterface to 0.7 for package SimpleNonlinearSolve, (keep existing compat) (#608) (@github-actions[bot]) - CompatHelper: bump compat for DifferentiationInterface to 0.7, (keep existing compat) (#609) (@github-actions[bot]) - CompatHelper: bump compat for DifferentiationInterface to 0.7 for package docs, (keep existing compat) (#610) (@github-actions[bot]) - CompatHelper: bump compat for DifferentiationInterface to 0.7 for package NonlinearSolveBase, (keep existing compat) (#611) (@github-actions[bot]) - CompatHelper: bump compat for DifferentiationInterface to 0.7 for package NonlinearSolveHomotopyContinuation, (keep existing compat) (#612) (@github-actions[bot]) - Bump to use SciMLBase ImmutableNonlinearProblem (#619) (@ChrisRackauckas) - Continue on with the polyalg if a stalledsuccess (#622) (@ChrisRackauckas) - Implement Adjoints for solution of IntervalNonlinearProblems (#623) (@jClugstor) - Fix type instability in LinearSolve QR factorization fallback (#624) (@ChrisRackauckas) - Bump SciMLOperators v1 (#625) (@ChrisRackauckas) - Set strict=false for DI in HomotopyContinuation (#626) (@ChrisRackauckas) - Make Aqua happy (#628) (@ChrisRackauckas) - Add SciPy solver support for NonlinearSolve problems (#632) (@AdityaPandeyCN) - Support LinearProblems in SCCs (#633) (@ChrisRackauckas) - fix: forward kwargs in iteratively_build_sols (#634) (@AayushSabharwal) - CompatHelper: bump compat for SparseConnectivityTracer to 1 for package docs, (keep existing compat) (#637) (@github-actions[bot]) - fix: call remake on LinearProblem SCCs to recalculate parametrized A and b (#638) (@AayushSabharwal) - Fix handling of singular Jacobians in default solver (#639) (@ChrisRackauckas) - Remove copy in termination conditions reinit! (#640) (@ChrisRackauckas) - Remove debugging macros in reinit! due to overhead (#641) (@ChrisRackauckas) - Turn off DI strictness (#643) (@ChrisRackauckas) - Exclude Enzyme from pre-release tests (#644) (@ChrisRackauckas) - Explicit imports (#646) (@ChrisRackauckas) - Hardcode get_tolerance for Float64 for trimming (#648) (@RomeoV) - Add spell checking configuration (#652) (@ChrisRackauckas) - [ci skip] Fix spelling errors in NonlinearSolve.jl (#653) (@ChrisRackauckas) - Add downgrade CI workflow with core test group (#654) (@ChrisRackauckas) - Update CI workflows for downgrade v2 (issue [#1076]) (#655) (@ChrisRackauckas) - Add downgrade CI for all sublibraries (#656) (@ChrisRackauckas) - Update CI to test on Julia 1, lts, and pre versions (#657) (@ChrisRackauckas) - Fix Reexport dependency conflict in downgrade CI (#658) (@ChrisRackauckas) - Apply JuliaFormatter to fix code formatting (#661) (@ChrisRackauckas) - Convert SparseArrays to weak dependency/extension (#667) (@ChrisRackauckas-Claude) - don't reset aliasing on reinit! (#668) (@oscardssmith)

Closed issues: - Add a tutorial on using SimpleNonlinearSolve inside kernels (#405) - NonlinearLeastSquaresProblem returns stalled (#459) - Set of benchmarks to optimize AD? (#479) - Release Checklist for v4 (#481) - L2_NORM resorts to scalar indexing on GPU ComponentArray (#524) - SimpleHalley type unstable for StaticArray u0. (#537) - IntervalNonlinearProblem fails with Zygote (#581) - Muller algorithm benchmark (#582) - Solver fail when jac_prototype is BandedMatrix{BigFloat} (#587) - SimpleTrustRegion fails for SCC decomposition of problem (#596) - Levenberg-Marquardt with Sparse J: J isn't square?! (#599) - Can't update packages that have JuliaSimCompiler in their dependencies (#617) - Unable to precompile NonlinearSolve v4.9.0 (#630) - NonlinearSolve stalls when jacobian is singular (#635) - A mysterious kwarg bug (#666)

Source: README.md, updated 2025-08-07