v5.7.1

Optimization v5.7.1

Diff since v5.6.2

Merged pull requests:

• 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)
• 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)
• Sync package versions with the General registry (#1298) (@ChrisRackauckas-Claude)
• Raise QA SciMLTesting compat floor to 2.8 (#1299) (@ChrisRackauckas-Claude)
• Stop blanket reexporting Manopt (#1300) (@ChrisRackauckas-Claude)
• Raise ModelingToolkit downgrade floors (#1301) (@ChrisRackauckas-Claude)
• Raise OptimizationOptimisers Lux test floor to 1.16.0 (#1302) (@ChrisRackauckas-Claude)
• Drop [compat] majors whose successor is 2+ years old (#1303) (@ChrisRackauckas-Claude)
• Drop older SciML major versions from compat (#1304) (@ChrisRackauckas-Claude)
• QA: drop redundant rendered-docs config handled by SciMLTesting (#1305) (@ChrisRackauckas-Claude)
• Raise extras SciMLSensitivity to 7.116.1 and OptimizationBase PrecompileTools to 1.2.1 (#1306) (@ChrisRackauckas-Claude)
• Remove obsolete API docs overrides (#1307) (@ChrisRackauckas-Claude)
• Replace SimpleLBFGS with projected Strong Wolfe L-BFGS (#1308) (@AdityaPandeyCN)

Closed issues:

• 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)