OptimizationPyCMA-v1.4.0

OptimizationPyCMA OptimizationPyCMA-v1.4.0

Diff since OptimizationPyCMA-v1.3.1

Merged pull requests:

• ci: remove CompatHelper / clean dependabot (#1217) (@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:

• __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)