v0.4.6

GalacticOptim v0.4.6

Diff since v0.4.5

Closed issues:

• New return struct (#72)

Merged pull requests:

• CompatHelper: bump compat for "ArrayInterface" to "3.0" (#103) (@github-actions[bot])
• Reorganized documentation (#105) (@mkg33)
• Rename introduction to basic usage for clarity (#107) (@Vaibhavdixit02)
• Adding basic implementation for BBO BorgMOEA multiobjective opt (#108) (@jonasmac16)

v0.4.5

GalacticOptim v0.4.5

Diff since v0.4.4

Closed issues:

• Could not find cudnn (#100)

Merged pull requests:

• update nlopt in solve.jl (#90) (@rgreminger)
• Remove plotting from the tests (#91) (@ChrisRackauckas)
• big docs overhaul (#92) (@ChrisRackauckas)
• CompatHelper: bump compat for "Reexport" to "1.0" (#99) (@github-actions[bot])
• Add output struct (#101) (@mkg33)
• Add seed for SAMIN test (#102) (@Vaibhavdixit02)

v0.4.4

GalacticOptim v0.4.4

Diff since v0.4.3

Merged pull requests:

• Add optimizers.md (#84) (@mkg33)
• Update index.md (#85) (@Vaibhavdixit02)
• Update optimizers.md (#87) (@mkg33)
• CompatHelper: bump compat for "Zygote" to "0.6" (#89) (@github-actions[bot])

v0.4.3

GalacticOptim v0.4.3

Diff since v0.4.2

Merged pull requests:

• Add docs (#76) (@mkg33)
• MassInstallAction: Install the GitHubActionsCI workflow on this repository (#79) (@christopher-dG)
• Update solve.jl (#81) (@mkg33)
• Update solve.jl (#82) (@mkg33)
• Make default progress=false to prevent errors (#83) (@ChrisRackauckas)

v0.4.2

GalacticOptim v0.4.2

Diff since v0.4.1

Closed issues:

• Iterations, f(x) calls, ∇f(x) calls incorrect (#15)

Merged pull requests:

• Update README.md (#69) (@mkg33)
• Clean up data arg checking (#71) (@Vaibhavdixit02)
• MassInstallAction: Install the TagBot workflow on this repository (#73) (@christopher-dG)
• Add downstream tests and fix GPU (#74) (@ChrisRackauckas)

v0.4.1

GalacticOptim v0.4.1

Diff since v0.4.0

Merged pull requests:

• Don't use DiffResults in Flux optimiser dispatch with FiniteDiff (#68) (@Vaibhavdixit02)

v0.4.0

GalacticOptim v0.4.0

Diff since v0.3.1

Closed issues:

• Support IPNewton from Optim (#28)
• Stochastic results (#58)
• Maxiter does not except scientific e notation (#63)
• Add support for save_best keyword with ADAM optimizer with sciml_train (#67)

Merged pull requests:

• Consistent maxiters argument behaviour across all optimiser (#64) (@jonasmac16)
• Add data argument to solve (#65) (@Vaibhavdixit02)
• Update README.md (#66) (@mkg33)

v0.3.1

GalacticOptim v0.3.1

Diff since v0.3.0

Closed issues:

• cons_j should be using the jvp form (#54)
• Rosenbrock with non-linear constraints (#59)

Merged pull requests:

• Correcting argument in documentation (#57) (@dev10110)
• Update README.md (#60) (@mkg33)
• Fixing jacobian and hessians of constraints (#61) (@ArnoStrouwen)
• Remove num_cons from OptimizationFunction (#62) (@Vaibhavdixit02)

v0.3.0

GalacticOptim v0.3.0

Diff since v0.2.2

Closed issues:

• Roadmap (#2)
• Improve show methods for OptimizationFunction and OptimizationProblem (#25)
• Add OptimizationProblem constructor for f::OptimizationFunction (#26)
• Add MTK hook (#32)
• Add a thread-safe version of AutoForwardDiff (#53)

Merged pull requests:

• use DiffEqBase problem definition (#52) (@ChrisRackauckas)
• CompatHelper: add new compat entry for "ArrayInterface" at version "2.13" (#55) (@github-actions[bot])
• CompatHelper: add new compat entry for "Reexport" at version "0.2" (#56) (@github-actions[bot])

v0.2.2

GalacticOptim v0.2.2

Diff since v0.2.1

Merged pull requests:

• Add constraints with ForwardDiff support and support IPNewton (#47) (@abhigupta768)