v2.4.0

OptimizationBase v2.4.0

Diff since v2.3.0

Merged pull requests:

• CompatHelper: add new compat entry for MLUtils in [weakdeps] at version 0.4, (keep existing compat) (#113) (@github-actions[bot])
• CompatHelper: add new compat entry for MLDataDevices in [weakdeps] at version 1, (keep existing compat) (#114) (@github-actions[bot])
• Enzyme: add runtime activity (#123) (@wsmoses)
• Enzyme: add runtime activity (#124) (@Vaibhavdixit02)
• Update OptimizationEnzymeExt.jl (#125) (@wsmoses)
• Bump crate-ci/typos from 1.24.6 to 1.26.0 (#126) (@dependabot[bot])
• [skip ci] reduce dependabot typos updates (#127) (@ArnoStrouwen)

Closed issues:

• Make second order creation conditional on packages loaded (#111)
• EnzymeExt ignores runtime activity (#115)

v2.3.0

OptimizationBase v2.3.0

Diff since v2.2.1

Merged pull requests:

• Remove automatic FoR soadtype creations (#118) (@Vaibhavdixit02)
• Make zygote second order FD over Zygote (#121) (@Vaibhavdixit02)

Closed issues:

• OptimizationFunction uses reverse diff despite being told to use finite diff (#119)
• Why is there still a Zygote extension? (#120)

v2.2.1

OptimizationBase v2.2.1

Diff since v2.2.0

Merged pull requests:

• fix symbolic analysis dispatches (#116) (@Vaibhavdixit02)

v2.2.0

OptimizationBase v2.2.0

Diff since v2.1.0

Merged pull requests:

• Move iterator checking here and make symbolics stuff extension (#112) (@Vaibhavdixit02)

v2.1.0

OptimizationBase v2.1.0

Diff since v2.0.4

Merged pull requests:

• Bump crate-ci/typos from 1.24.5 to 1.24.6 (#106) (@dependabot[bot])
• Update to DifferentiationInterface v0.6 (#108) (@gdalle)
• DifferentiationInterface v6: Constant and arguments orders changes (#110) (@Vaibhavdixit02)

Closed issues:

• [v2] Add more tests for matrix valued problems (#84)
• Hessian of lagrangian very inefficient O(n^4) (#91)
• MOIOptimizationNLPEvaluator should use Lagrangian hessian instead of constraint hessian (#92)
• Prep for Enzyme breaking Change (#104)

v2.0.4

OptimizationBase v2.0.4

Diff since v2.0.3

v2.0.3

OptimizationBase v2.0.3

Diff since v2.0.2

Merged pull requests:

• Single closure definition to avoid overwriting in manual supplied derivatives cases (#103) (@Vaibhavdixit02)

v2.0.2

OptimizationBase v2.0.2

Diff since v2.0.1

Merged pull requests:

• kwargs in MOO instantiate_function (#102) (@Vaibhavdixit02)

v2.0.1

OptimizationBase v2.0.1

Diff since v2.0.0

Merged pull requests:

• Changes for getting SciML/Optimization.jl#789 passing (#100) (@Vaibhavdixit02)
• Bump crate-ci/typos from 1.24.3 to 1.24.5 (#101) (@dependabot[bot])

v2.0.0

OptimizationBase v2.0.0

Diff since v1.5.0

Merged pull requests:

• [WIP] Boolean switches, more testing and data handling (#85) (@Vaibhavdixit02)
• Hack p to serve as data arg and implement stochastic gradient oracle (#89) (@Vaibhavdixit02)
• V2 (#90) (@Vaibhavdixit02)
• CompatHelper: add new compat entry for SparseMatrixColorings at version 0.4, (keep existing compat) (#93) (@github-actions[bot])
• CompatHelper: add new compat entry for SparseConnectivityTracer at version 0.6, (keep existing compat) (#94) (@github-actions[bot])
• CompatHelper: add new compat entry for FastClosures at version 0.3, (keep existing compat) (#95) (@github-actions[bot])
• More tests and lagh stuff (#96) (@Vaibhavdixit02)
• Bump crate-ci/typos from 1.23.6 to 1.24.1 (#97) (@dependabot[bot])
• Bump crate-ci/typos from 1.24.1 to 1.24.3 (#99) (@dependabot[bot])

Closed issues:

• instantiate_function should not populate hessians etc. unless needed (#16)
• Add Proximal oracles (#50)
• Add stochastic oracles (#61)