NonlinearSolveFirstOrder-v1.5.0

NonlinearSolveFirstOrder NonlinearSolveFirstOrder-v1.5.0

Diff since NonlinearSolveFirstOrder-v1.4.0

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)

Closed issues:

• Add a tutorial on using SimpleNonlinearSolve inside kernels (#405)
• Solver fail when jac_prototype is BandedMatrix{BigFloat} (#587)
• SimpleTrustRegion fails for SCC decomposition of problem (#596)