OptimizationSciPy-v0.4.10

OptimizationSciPy OptimizationSciPy-v0.4.10

Diff since OptimizationSciPy-v0.4.6

Merged pull requests:

• Implementation of max sense (#1152) (@avinashresearch1)
• Version bumps for sense trait support (#1167) (@SebastianM-C)
• Fix: export Sophia from OptimizationSophia (#1168) (@SebastianM-C)
• Improve return codes from OptimizationManopt (#1169) (@SebastianM-C)
• fix formatting (#1170) (@SebastianM-C)
• Bump codecov/codecov-action from 5 to 6 (#1171) (@dependabot[bot])
• Add native Julia implementation of the SOAP optimizer (#1172) (@AdityaPandeyCN)
• fix: add warning for abstol on ipopt algorithm (#1173) (@jonboh)
• Bump SciMLBase compat to v3 (#1179) (@ChrisRackauckas)
• test/minibatch: use Float64 for time, state, and parameters (#1181) (@ChrisRackauckas-Claude)
• CI: serialize precompile workers for python-using groups (#1182) (@ChrisRackauckas-Claude)
• Bump julia-actions/setup-julia from 2 to 3 (#1183) (@dependabot[bot])
• rewrite AugLag (#1184) (@SebastianM-C)
• Revert "Bump SciMLBase compat to v3" (#1185) (@ChrisRackauckas)
• Bump SciMLBase compat to v3 (patch version bumps) (#1186) (@ChrisRackauckas-Claude)
• Fix retcode type to SciMLBase.ReturnCode.T across Optim sublibraries (#1188) (@ChrisRackauckas-Claude)
• Fix OptimizationPRIMA retcode mapping — was always Success (#1189) (@ChrisRackauckas-Claude)
• Bump 6 subpackages for retcode fixes (#1188, #1189) (#1190) (@ChrisRackauckas)
• bump version (#1192) (@SebastianM-C)
• Handle OrdinaryDiffEq v7 breaking changes (#1194) (@ChrisRackauckas-Claude)
• Bump compat for OrdinaryDiffEq v7 / SciMLBase v3 ecosystem (#1195) (@ChrisRackauckas-Claude)
• Update to SciMLLogging 2.0 (#1198) (@jClugstor)
• OptimizationODE: switch to OrdinaryDiffEq subpackages, fix DAE init (#1199) (@SebastianM-C)
• [AI] OptimizationOptimJL: fix MaxSense+fg, enable allowsfg, fix Zygote ext prep_grad (#1200) (@SebastianM-C)
• CompatHelper: bump compat for OptimizationAuglag to 2 for package docs, (keep existing compat) (#1205) (@github-actions[bot])
• Bump OptimizationBase to 5.1.3 (#1208) (@ChrisRackauckas)
• Downgrade CI: switch main package to allow_reresolve=false (genuine test-at-floor) (#1210) (@ChrisRackauckas-Claude)
• OptimizationMadNLP: support MadNLP 0.10 (#1211) (@SebastianM-C)
• Downgrade CI: switch main package to allow_reresolve=false (genuine test-at-floor) (#1212) (@ChrisRackauckas-Claude)
• ci: centralize sublibrary downgrade CI (test all sublibraries) (#1213) (@ChrisRackauckas-Claude)
• ci: route CI through SciML/.github reusable workflows (@v1) (#1214) (@ChrisRackauckas-Claude)
• ci: uniformize onto centralized CI (project-model SublibraryCI + cleanup) (#1216) (@ChrisRackauckas-Claude)
• ci: remove CompatHelper / clean dependabot (#1217) (@ChrisRackauckas-Claude)
• ci: add standard centralized workflows (auto-format, dependabot-automerge, docs-preview-cleanup) (#1218) (@ChrisRackauckas-Claude)
• Drop now-invalid allow-reresolve input from downgrade workflow(s) (#1219) (@ChrisRackauckas-Claude)
• Uniformize monorepo structure to OrdinaryDiffEq.jl canonical style (#1220) (@ChrisRackauckas-Claude)
• Simplify root CI to grouped-tests.yml (matrix from test/test_groups.toml) (#1222) (@ChrisRackauckas-Claude)
• Add QA (Aqua/JET) groups to sublibraries (SciML/.github#77) (#1223) (@ChrisRackauckas-Claude)
• Use SciMLTesting v1.2 (folder-based run_tests) (#1225) (@ChrisRackauckas-Claude)
• Forward solver kwargs to CMAEvolutionStrategy (#1227) (@ChrisRackauckas-Claude)
• Allow Duals and other types to pass through OptimizationFunction grad (#1229) (@jClugstor)
• Add compat bounds, ignore certain piracies, fix Aqua QA sublibrary tests (#1230) (@jClugstor)
• Bump Manifolds and ManifoldsBase compats for OptimizationManopt (#1231) (@jClugstor)
• Fix docs build: add git [sources] for unregistered QuadDIRECT (#1232) (@ChrisRackauckas-Claude)
• Release v5.6.2 (#1233) (@ChrisRackauckas)
• Fix Downgrade-CI stale floors (ODE, SimpleOptimization, QuadDIRECT) + CCMO test detection (#1234) (@ChrisRackauckas-Claude)
• Fix verbose handling in OptimizationMOI (#1235) (@ChrisRackauckas-Claude)
• Fix invalid setfield! fallback in MOIOptimizationNLPCache setproperty! (#1236) (@ChrisRackauckas-Claude)
• QA: run_qa v1.6 form + ExplicitImports (root + sublibs) (#1237) (@ChrisRackauckas-Claude)
• Release 21 subpackage(s) (#1238) (@ChrisRackauckas)
• Release 1 subpackage(s) (#1239) (@ChrisRackauckas)
• Allow Manopt 0.6 in OptimizationManopt (#1243) (@ChrisRackauckas-Claude)
• Fix docs dependency resolution (#1245) (@ChrisRackauckas)
• Fix stale docs examples on current SciMLBase (#1246) (@ChrisRackauckas-Claude)
• Remove stale OptimizationMOI MTK imports (#1248) (@ChrisRackauckas-Claude)
• Fix OptimizationEvolutionary multi-objective core tests (#1250) (@ChrisRackauckas-Claude)
• bump versions (#1251) (@SebastianM-C)
• Fix downgrade sublibrary bounds (#1252) (@ChrisRackauckas-Claude)
• Bump version to 5.6.4 (#1254) (@ChrisRackauckas)
• Document public API coverage (#1255) (@ChrisRackauckas-Claude)
• ci: use targeted monorepo TagBot (#1256) (@ChrisRackauckas-Claude)
• Use the default OptimizationCache in OptimizationIpopt (#1257) (@SebastianM-C)
• Fix NeuralPDE downstream groups (#1259) (@ChrisRackauckas-Claude)
• Move Enzyme AD tests to their own group and environment, excluded from prereleases (#1261) (@ChrisRackauckas-Claude)
• Release prep: batched version bumps for 27 packages (#1262) (@ChrisRackauckas)
• Drop Optimization QA source paths (#1264) (@ChrisRackauckas-Claude)
• Isolate OptimizationBase Enzyme tests from prerelease Core (#1266) (@ChrisRackauckas-Claude)
• Target ModelingToolkit optimization downstream tests (#1267) (@ChrisRackauckas-Claude)
• Avoid discarded objective evaluations in OptimizationOptimisers (#1268) (@ChrisRackauckas-Claude)
• Recognize explicit second-order AutoSparse AD (#1269) (@ChrisRackauckas-Claude)
• Use live parameters in sparse constraint Jacobians (#1270) (@ChrisRackauckas-Claude)
• Select the DiffEqFlux downstream test suite (#1271) (@ChrisRackauckas-Claude)
• Use rendered public API docs QA (#1272) (@ChrisRackauckas-Claude)
• Require DiffEqFlux 4 (#1273) (@ChrisRackauckas-Claude)
• Require Optim 2 in root tests (#1275) (@ChrisRackauckas-Claude)
• Require LoggingExtras 1 (#1276) (@ChrisRackauckas-Claude)
• Stabilize OptimizationBBO multi-objective tests (#1277) (@ChrisRackauckas-Claude)
• Allow SymbolicAnalysis 0.5 in OptimizationBase (#1279) (@ChrisRackauckas-Claude)
• Bump OptimizationOptimisers to v0.3.20 (#1281) (@ChrisRackauckas-Claude)
• [AI] OptimizationBase: use a supplied f.grad when synthesizing fg! (#1283) (@ChrisRackauckas-Claude)
• [AI] OptimizationBase: fix Enzyme out-of-place grad/fg wiring (#1284) (@ChrisRackauckas-Claude)
• [AI] Curate the public API instead of blanket-reexporting dependencies (#1286) (@ChrisRackauckas-Claude)
• Sync package versions with the General registry (#1287) (@ChrisRackauckas-Claude)
• Correct OptimizationBase to the next sequential release (#1290) (@ChrisRackauckas-Claude)
• Fix parameterized sparse constraint Jacobians in Ipopt (#1291) (@ChrisRackauckas-Claude)
• [AI] Correct the #1286 version bumps to the next sequential minor (#1293) (@ChrisRackauckas-Claude)
• Allow current LinearSolve in root tests (#1297) (@ChrisRackauckas-Claude)

Closed issues:

• Improve return codes from OptimizationManopt (#1034)
• ERROR: UndefVarError: Sophia not defined in Main (#1159)
• OptimizationOptimJL + SciMLBase@3 are incompatible (#1187)
• TagBot trigger issue (#1196)
• maxiters is ignored when maxtime is set (#1206)
• __map_optimizer_args does not forward kwargs to CMAEvolutionStrategy solver (#1226)
• Sublibrary QA-lts fails: OptimizationBase test-only [sources] (LBFGSB/Manopt) transitively developed into every dependent sublibrary on Julia < 1.11 (#1228)
• Docs dependency install is unsatisfiable on master (#1244)
• Julia 1.13 Core CI fails with Enzyme 0.13.182 pending upstream release (#1260)
• Performance regression after PR #1200 enabled allowsfg for Optim.jl optimizers (#1282)