NonlinearSolve.jl

NonlinearSolveHomotopyContinuation NonlinearSolveHomotopyContinuation-v0.1.7

Closed issues:

• Add tests on Regula Falsi (#3)
• Make iip a compile-time constant (#4)
• jacobian erroneously calls finite_difference_derivative (#12)
• TagBot trigger issue (#14)
• Register (#17)
• Incompatibility with CuArrays and ForwardDiff (#19)
• Use DiffEqBase DEFAULT_LINSOLVE (#27)
• Adjoint overload (#29)
• Wrap SIAMFANLEquations (#109)
• What does false in NonlinearProblem{false} mean? (#32)
• Incompatibility with units (#36)
• Odd numerical instability in solving a nonlinear damped pendulum BVP collocation problem (#38)
• Docs not found (#39)
• warning on 1.7 about vendor() is depreciated (#42)
• Trying to add SciMLNLSolve results in an error (#48)
• Support MVectors (#49)
• Deprecation warning with mutating functions (#51)
• Newton trust region (#52)
• chunk_size argument to NewtonRaphson not respected (#53)
• Long using time (#54)
• Storing trace (#58)
• use LinearSolve.jl for linsolve (#61)
• Can not iterate solver before solving (#62)
• Maxiters seems to be offset by 1 (#63)
• [Docs] Stopping conditions (#64)
• Consistent segfault when precompiling on Julia 1.8, Mac M1 (#65)
• GPU Compatibility for 1D Arrays (#70)
• Broken link in ReadMe.md (#72)
• wrap NLSolvers.jl? (#75)
• SpeedMapping.jl wrapper (#76)
• FixedPointAcceleration.jl (#78)
• tutorial Iterator interface broken (#82)
• advanced docs custom linear solver (#83)
• Test of low overhead mode (#87)
• DEFAULT_PRECS is not exported by NonlinearSolve (#89)
• Error when using a neural network inside a system of nonlinear equations. (#114)
• DF-Sane method (#117)
• Implement Exciting-Mixing, Scalar and Diagonal Broyden approximations (#260)
• Implement Levenburg-Marquedt (#119)
• Add TrustRegion to Precompilation (#121)
• Non-allocating stepping for TrustRegion (#122)
• Error in TrustRegion when inplace is true (#124)
• package loading time regression (#128)
• Double linear solve setups for Levenberg–Marquardt algorithm (#133)
• Failed to precompile (#136)
• Specialize Jacobians when doing Krylov methods to avoid building the matrices (#140)
• TrustRegion correctness (#142)
• Dead links trust region, northwestern.edu (#144)
• Turn off trust region when the iteration is stuck in local minima (#146)
• Documentation page missing (#147)
• Confusing warning with default settings (#148)
• More trust region schemes (#151)
• LinearAlgebra.SingularException(2) (#153)
• ERROR: LoadError: UndefVarError: undefmatrix not defined (#157)
• Solvers with KrylovJL fail (#158)
• An interface to PETSc SNES nonlinear solve would be nice (#160)
• TrustRegion is missing optimizations of using vjps directly (#167)
• Remake defined but doesn't seem to do anything (#168)
• Update README and docs tutorial examples to use new bracketing methods? (#209)
• TrustRegion cannot solve the Readme example from NLsolve.jl (#170)
• Update docs for the halley method SimpleNonlinearSolve.jl (#175)
• Failing to Precompile NonLinearSolve.jl (#176)
• Support for complex-values problems (#177)
• Consider adding jacobian scaling (#180)
• ITP method (#184)
• Not finding a zero for a fairly simple problem (#187)
• :fixedpoint doesn't exist (#192)
• Inplace Problem Specification for Methods with size(residual) != size(u) (#195)
• (SteadyState/Nonlinear)Problems from ODEProblems ignore kwargs (#204)
• Precompile Time explodes with v2.0.0 (#223)
• Missing CITATION.bib (#227)
• Complete the iterator interface (#241)
• Wrong solver in TrustRegion tests (#243)
• Add ForwardDiff captures and overrides for in-place systems (#245)
• Completeness for use in OrdinaryDiffEq.jl (#247)
• Support line searches, trust region, and pseudo-transient with nonlinear least squares (#252)
• Fix Documentation Issues (#255)
• Warning: NLSolveTerminationCondition has been deprecated in favor of the new dispatch based termination conditions. Please use the new termination conditions API! (#269)
• Passing Jacobian to NLSolveJL (#273)
• Use LineSearch.jl directly (once it is ready) (#281)
• GaussNewton returns unstable when problem is converged (#284)
• Precompilation fails due to criptic "Matrixs contains NaN" bug (#288)
• NonlinearSolve.jl not precompiling anymore (#290)
• Propagate linsolve_kwargs into the linear solver cache (#291)
• Minor documentation problems (#293)
• Code restrictions for merit function not documented (#298)
• Normal Form Linear Solve in Trust Region Methods (#312)
• Cannot work with Makie.jl on Apple silicon (#316)
• CI Stalling on Windows (#352)
• Default Automatic Differentiation Choice (#353)
• How To Guides (#359)
• TrustRegion(radius_update_scheme=RadiusUpdateSchemes.Bastin) doesn't respect autodiff setting . (#360)
• Long output from init(NonlinearProblem(...)) (#362)
• step! on init(NonlinearProblem(...) with NonlinearSolvePolyAlgorithmCache shows method error (#363)
• solve(nlcache) errors for complex types (#364)
• EnsembleProblem for NonlinearProblem (#365)
• NonlinealSolve does not precompile when using OrdinaryDiffEq (#373)
• Nolinearsolve returns error for documentation example in Julia 1.10,1 (#386)
• Trivial (length 0 state) NonlinearLeastSquaresProblem always returns success (#387)
• Strongly Connected Component (SCC) Scheduled Nonlinear Problems (#388)
• reinit cache for Forward Mode AD not working (#391)
• Error when installing NonlinearSolve.jl v3.4.0 in Julia v1.9.4 (#402)
• Muller's method (#403)
• Add a tutorial on using SimpleNonlinearSolve inside kernels (#405)
• Solving a nonlinear equation using NonlinearSolve.jl with AutoFiniteDiff() yields errors about dual number (#408)
• Consolidate stats handling (#410)
• Use LinearSolve return codes (#413)
• Start using DifferentiationInterface.jl (#415)
• MethodError: anyeltypedual(::Type{Union{}}) when passing ODEProblem as a parameter (#440)
• Relax MINPACK.jl compat (#442)
• Implementing ForwardDiff.hessian through NonlinearLeastSquaresProblem (#445)
• Unnecessary warning (#448)
• Analytical Jacobian is not being used in the 3.13 version of NonlinearSolve (#451)
• Unhelpful return code for IntervalNonlinearProblem (#452)
• [RFC] Splitting up NonlinearSolve (#456)
• NonlinearLeastSquaresProblem returns stalled (#459)
• cache construction is no longer type stable (#469)
• NoColoringAlgorithm not supported by DI yet (#471)
• New Jacobian cache causes copy bug (#473)
• Add direct Enzyme support (#476)
• Set of benchmarks to optimize AD? (#479)
• Release Checklist for v4 (#481)
• Unexpected MaxIters retcode (#492)
• Failed to solve the set of equations - Potential Rank Deficient Matrix and ReturnCode.Stalled = 17 (#496)
• Ambiguity error when solving NonlinearProblem on master (#497)
• ITP implementation beaten by Roots.jl (#501)
• Add TagBot for Subpackages (#503)
• Circular dependency precompilation hangs (#511)
• Access to undefined reference when solving problems with Dual of BigFloat (#512)
• Julia 1.11 crashes with NonlinearSolve 4 when ReverseDiff is loaded (#516)
• latest release fails to precompile w/ OrdinaryDiffEq.jl (#519)
• Unable to init on IntervalNonlinearProblem` (#521)
• L2_NORM resorts to scalar indexing on GPU ComponentArray (#524)
• Tutorial example fails (#526)
• SimpleHalley type unstable for StaticArray u0. (#537)
• Use NonlinearAliasSpecifier to specify aliasing during solve (#552)
• Muller's method (#564)
• NonlinearLeastSquares does not converge to or accept the correct minimum (#565)
• CI warnings on 1.12 prerelease (#576)
• 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)
• Add EnzymeRules overloads (#618)
• Unable to precompile NonlinearSolve v4.9.0 (#630)
• NonlinearSolve stalls when jacobian is singular (#635)
• A mysterious kwarg bug (#666)
• Downgrade CI are not dev subpackages (#670)
• Differentiate through the values in p (#678)
• Extra kwargs is invalid code (#679)
• Calling reinit! with GeneralizedFirstOrderAlgorithmCache using AbsTerminationMode throws an error (#687)
• Missing copy for SciMLJacobianOperators (#690)
• SCC does not transfer residuals to solution object (#706)
• EnsembleProblem with NonlinearProblem (#717)
• Misdetection of Automatic Differentiation of the Solve Process (#718)