JuliaNLSolvers/Optim.jl: Breaking Release: JVP, cleanup, AD and callbacks

What's Changed Bump codecov/codecov-action from 4 to 5 by @dependabot[bot] in https://github.com/JuliaNLSolvers/Optim.jl/pull/1122 Bump peter-evans/find-comment from 2 to 3 by @dependabot[bot] in https://github.com/JuliaNLSolvers/Optim.jl/pull/1162 Bump peter-evans/create-or-update-comment from 3 to 4 by @dependabot[bot] in https://github.com/JuliaNLSolvers/Optim.jl/pull/1161 Bump julia-actions/cache from 1 to 2 by @dependabot[bot] in https://github.com/JuliaNLSolvers/Optim.jl/pull/1160 Fix typos and use syntax sugar in bfgs.jl by @Moelf in https://github.com/JuliaNLSolvers/Optim.jl/pull/1179 BUGFIX: Update preconditioner in cg by @IvanBioli in https://github.com/JuliaNLSolvers/Optim.jl/pull/1177 add Options(options; kws...) for inheriting from an existing options set by @thchr in https://github.com/JuliaNLSolvers/Optim.jl/pull/1172 Bump actions/checkout from 4 to 5 by @dependabot[bot] in https://github.com/JuliaNLSolvers/Optim.jl/pull/1181 Bump peter-evans/find-comment from 3 to 4 by @dependabot[bot] in https://github.com/JuliaNLSolvers/Optim.jl/pull/1182 Always call callback by @pkofod in https://github.com/JuliaNLSolvers/Optim.jl/pull/1184 Bump actions/upload-artifact from 4 to 5 by @dependabot[bot] in https://github.com/JuliaNLSolvers/Optim.jl/pull/1190 Bump peter-evans/create-or-update-comment from 4 to 5 by @dependabot[bot] in https://github.com/JuliaNLSolvers/Optim.jl/pull/1191 Remove kwargs for options by @pkofod in https://github.com/JuliaNLSolvers/Optim.jl/pull/1186 Update benchmark workflow based on AirspeedVelocity docs by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1192 Define Base.summary with IO argument by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1193 Fix unnecessary allocations in maximization due to insufficient broadcasting by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1189 Some type annotations inspired by some JET errors. by @pkofod in https://github.com/JuliaNLSolvers/Optim.jl/pull/1194 Work around upstream issue by running benchmarks on Julia LTS by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1201 More JET by @pkofod in https://github.com/JuliaNLSolvers/Optim.jl/pull/1197 More efficient isinterior and isfeasible by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1200 Define eltype only for type not instance by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1199 Add tests with Aqua, ExplicitImports and JET by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1198 Add missing bracket in summary of NGMRES and O-ACCEL by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1204 Use gradient!(d, x). in perform_linesearch by @pkofod in https://github.com/JuliaNLSolvers/Optim.jl/pull/1207 Stop overloading Base.minimum and Base.maximum by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1205 Update ngmres.jl to increase iterations for Polynomial by @pkofod in https://github.com/JuliaNLSolvers/Optim.jl/pull/1208 Update CI: Test min + LTS and test macOS with native binaries by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1196 Fix JET tests by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1209 Use autodiff API based on ADTypes instead of symbols by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1195 Add Julia 1.12 to benchmarks by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1211 Apply fix in #1213 to master by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1216 Improve NewtonTrustRegion by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1215 Do not (mis)use objective as state by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1212 Bump actions/checkout from 5 to 6 by @dependabot[bot] in https://github.com/JuliaNLSolvers/Optim.jl/pull/1217 As default use a minimum trust region radius of 0 by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1219 Fix bounds errors in default x_abschange and x_relchange by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1222 Depend on Statistics instead of StatsBase by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1221 Pass optimization state to callbacks by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1224 Document optimization state and callback functionality. Change initia… by @pkofod in https://github.com/JuliaNLSolvers/Optim.jl/pull/1226 CompatHelper: bump compat for JET in [extras] to 0.11, (keep existing compat) by @github-actions[bot] in https://github.com/JuliaNLSolvers/Optim.jl/pull/1223 Compute JVP in line searches by @devmotion in https://github.com/JuliaNLSolvers/Optim.jl/pull/1210 New Contributors @Moelf made their first contribution in https://github.com/JuliaNLSolvers/Optim.jl/pull/1179 @IvanBioli made their first contribution in https://github.com/JuliaNLSolvers/Optim.jl/pull/1177 @thchr made their first contribution in https://github.com/JuliaNLSolvers/Optim.jl/pull/1172 Full Changelog: https://github.com/JuliaNLSolvers/Optim.jl/compare/v1.13.3...v2.0.0