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)

v0.2.1

GalacticOptim v0.2.1

Diff since v0.2.0

v0.2.0

GalacticOptim v0.2.0

Diff since v0.1.3

Merged pull requests:

• update to optim 1 (#50) (@ChrisRackauckas)

v0.1.3

GalacticOptim v0.1.3

Diff since v0.1.2

Closed issues:

• Setup BlackBoxOptim.jl and Evolutionary.jl with sciml_train (#4)
• Add CMAEvolutionStrategy (#7)
• kwargs only used for Optim.AbstractOptimizer (#13)
• Fix withprogress (#42)

Merged pull requests:

• Add CMAEvolutionStrategy support (#41) (@abhigupta768)
• Update logging for Flux (#43) (@Vaibhavdixit02)
• CompatHelper: add new compat entry for "ConsoleProgressMonitor" at version "0.1" (#44) (@github-actions[bot])
• CompatHelper: add new compat entry for "LoggingExtras" at version "0.4" (#45) (@github-actions[bot])
• CompatHelper: add new compat entry for "TerminalLoggers" at version "0.1" (#46) (@github-actions[bot])

v0.1.2

GalacticOptim v0.1.2

Diff since v0.1.1

Closed issues:

• add Flux optimisers (#36)

Merged pull requests:

• Update Readme (#27) (@abhigupta768)
• Update Project.toml (#29) (@abhigupta768)
• Add AutoReverseDiff dispatch for OptimizationFunction (#30) (@abhigupta768)
• CompatHelper: add new compat entry for "ReverseDiff" at version "1.4" (#31) (@github-actions[bot])
• Finish adding AD backends (#33) (@abhigupta768)
• CompatHelper: add new compat entry for "FiniteDiff" at version "2.5" (#34) (@github-actions[bot])
• CompatHelper: add new compat entry for "Tracker" at version "0.2" (#35) (@github-actions[bot])
• Add Flux optimiser suppport (#38) (@abhigupta768)
• CompatHelper: add new compat entry for "ProgressLogging" at version "0.1" (#39) (@github-actions[bot])
• CompatHelper: add new compat entry for "Flux" at version "0.11" (#40) (@github-actions[bot])

v0.1.1

GalacticOptim v0.1.1

Closed issues:

• NLopt optimiser does not call objective function (#11)
• Register (#16)

Merged pull requests:

• Update README.md (#1) (@ChrisRackauckas)
• [WIP] Add OptimizationProblem, OptimizationFunction and solve (#6) (@abhigupta768)
• [WIP]Add KrylovTrustRegion and constrained optimizers from Optim (#9) (@abhigupta768)
• [WIP]Add solve dispatch for all supported optimization libraries (#10) (@abhigupta768)
• NLopt objective needs 2 arguments in the non OptimizationFunction branch as well (#12) (@abhigupta768)
• Add solve dispatch for Evolutionary.jl (#14) (@abhigupta768)
• Add Zygote AD support (#17) (@abhigupta768)
• CompatHelper: add new compat entry for "Optim" at version "0.22" (#19) (@github-actions[bot])
• CompatHelper: add new compat entry for "DiffResults" at version "1.0" (#20) (@github-actions[bot])
• CompatHelper: add new compat entry for "ForwardDiff" at version "0.10" (#21) (@github-actions[bot])
• CompatHelper: add new compat entry for "DiffEqBase" at version "6.41" (#22) (@github-actions[bot])
• CompatHelper: add new compat entry for "Requires" at version "1.0" (#23) (@github-actions[bot])
• CompatHelper: add new compat entry for "Zygote" at version "0.5" (#24) (@github-actions[bot])