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SimpleNonlinearSolve SimpleNonlinearSolve-v2.6.0

Diff since SimpleNonlinearSolve-v2.5.0

Merged pull requests: - Fix return codes for nonlinear least squares (#606) (@ChrisRackauckas) - 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)

Closed issues: - NonlinearLeastSquaresProblem returns stalled (#459) - Set of benchmarks to optimize AD? (#479) - Release Checklist for v4 (#481) - SimpleHalley type unstable for StaticArray u0. (#537) - IntervalNonlinearProblem fails with Zygote (#581) - Muller algorithm benchmark (#582) - 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)

Source: README.md, updated 2025-07-20