Release Notes

Oct '24

ApproximateJacobianSolveAlgorithm has been renamed to QuasiNewtonAlgorithm.
Preconditioners for the linear solver needs to be passed with the precs keyword argument to the linear solver instead of to the nonlinear solver.
See common breaking changes below.

Use of termination conditions from DiffEqBase has been removed. Use the termination conditions from NonlinearSolveBase instead.
If no autodiff is provided, we now choose from a list of autodiffs based on the packages loaded. For example, if Enzyme is loaded, we will default to that (for reverse mode). In general, we don't guarantee the exact autodiff selected if autodiff is not provided (i.e. nothing).

GeneralBroyden and GeneralKlement have been renamed to Broyden and Klement respectively.
Compat for SimpleNonlinearSolve has been bumped to v1.
The old style of specifying autodiff with chunksize, standardtag, etc. has been deprecated in favor of directly specifying the autodiff type, like AutoForwardDiff.

Batched solvers have been removed in favor of BatchedArrays.jl. Stay tuned for detailed tutorials on how to use BatchedArrays.jl with NonlinearSolve & SimpleNonlinearSolve solvers.
The old style of specifying autodiff with chunksize, standardtag, etc. has been deprecated in favor of directly specifying the autodiff type, like AutoForwardDiff.
Broyden and Klement have been renamed to SimpleBroyden and SimpleKlement to avoid conflicts with NonlinearSolve.jl's GeneralBroyden and GeneralKlement, which will be renamed to Broyden and Klement in the future.
LBroyden has been renamed to SimpleLimitedMemoryBroyden to make it consistent with NonlinearSolve.jl's LimitedMemoryBroyden.