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OptimizationOptimisers OptimizationOptimisers-v0.3.25

Diff since OptimizationOptimisers-v0.3.24

🤖 Posted by an AI agent — harness: Devin CLI 3000.11.3 (Mac) · model: Fusion (claude-opus-5-5 medium + swe-2 medium) (fleet master) Conversation: local transcript ~/.local/share/devin/cli/transcripts/helpful-exception.json

Merged pull requests:

  • Fix OptimizationManopt reporting MaxIters even when converged (#1258) (@SebastianM-C)
  • Add ConvexOptimization subpackage (disciplined convex programming backend) (#1263) (@ChrisRackauckas-Claude)
  • Cap Enzyme Lagrangian Hessian batches at eight on every Julia version (#1328) (@ChrisRackauckas-Claude)
  • Re-enable the SPD manifold test in OptimizationBase (#1339) (@SebastianM-C)
  • Release OptimizationManopt 1.6.1 (#1345) (@ChrisRackauckas)
  • Add 32-bit Core CI lane via test_groups.toml (#1346) (@ChrisRackauckas-Claude)
  • ConvexOptimization: lower norm/exp/log objectives through their epigraph (#1347) (@ChrisRackauckas-Claude)
  • ConvexOptimization: lower l1/linf norm and exp/log objectives (#1348) (@ChrisRackauckas-Claude)
  • Add AirspeedVelocity benchmarking CI (#1350) (@ChrisRackauckas-Claude)
  • ConvexOptimization: disciplined parametrized programming (DPP) and fast re-solve (#1351) (@ChrisRackauckas-Claude)
  • Allow SymbolicAnalysis 0.5 in ConvexOptimization (#1353) (@ChrisRackauckas-Claude)
  • Route solve through the problem's problem_type when wrapping solutions (#1354) (@ChrisRackauckas-Claude)
  • Release Optimization 5.9.1 (#1356) (@ChrisRackauckas)
  • Release OptimizationBase 5.6.1 (#1357) (@ChrisRackauckas)
  • OptimizationReactant: Reactant/Enzyme AD backend (#1359) (@ChrisRackauckas-Claude)
  • Release ConvexOptimization v0.1.1 (#1360) (@ChrisRackauckas)
  • Require OptimizationBase 5.7.0 in OptimizationReactant (#1361) (@ChrisRackauckas)
  • docs: ignore the Artelys host in linkcheck (#1362) (@ChrisRackauckas-Claude)
  • ConvexOptimization: lower piecewise-linear atoms (abs, max/min, maximum/minimum, sum(abs.())) (#1367) (@ChrisRackauckas-Claude)
  • ConvexOptimization: lower quadratic atoms through the rotated SOC (#1368) (@ChrisRackauckas-Claude)
  • Release ConvexOptimization v0.1.2 (#1369) (@ChrisRackauckas)
  • Fix downgrade CI: ADTypes 1.19 floor in OptimizationBase, source OptimizationOptimisers in OptimizationReactant tests (#1370) (@SebastianM-C)
  • OptimizationOptimisers: keep the gradient finiteness check on-device (#1373) (@SebastianM-C)
  • Bump OptimizationOptimisers to 0.3.25 (#1394) (@ChrisRackauckas)

Closed issues:

  • Manopt linesearch produces NaN/Inf on SymmetricPositiveDefinite manifold (#1135)
  • ConvexOptimization SymbolicAnalysis compat prevents downstream monorepo resolution (#1352)
  • OptimizationNOMAD does not compile (#1358)
  • ConvexOptimization: lower quadratic atoms (abs2, ^2, sum of squares, quad_form) through the rotated second-order cone (#1365)
  • ConvexOptimization: lower piecewise-linear atoms (abs, max, min, maximum, minimum, sum of abs) (#1366)
Source: README.md, updated 2026-09-29