v4.0.0

Surrogates v4.0.0

Diff since v3.0.1

Merged pull requests:

• @require Flux and PolyChaos (#304) (@sharanry)

v3.0.1

Surrogates v3.0.1

Diff since v3.0.0

Merged pull requests:

• Change eltype of buffer (#302) (@ranjanan)

v3.0.0

Surrogates v3.0.0

Diff since v2.2.0

Closed issues:

• Translate sklearn to Julia request (#280)
• Possible bug in surrogate_optimize (#298)

Merged pull requests:

• Section sampler (#279) (@marcoq)
• More RBF optimizations (#281) (@ChrisRackauckas)
• Transpose the radial basis function coefficients so it's column-major (#282) (@ChrisRackauckas)
• trivial LaTeX correction (#284) (@tpapp)
• CompatHelper: bump compat for ExtendableSparse to 0.6, (keep existing compat) (#296) (@github-actions[bot])
• Rbf optimizations (#297) (@ranjanan)
• Fix mistyped variable in surrogate_optimize (#299) (@adrhill)
• fix AD issue (#300) (@ranjanan)

v2.2.0

Surrogates v2.2.0

Diff since v2.1.0

Closed issues:

• LinearAlgebra.SingularException Error during runtime (#271)
• LinearAlgebra.SingularException(9) while running radial basis function with rad=multiquadric radial (#274)
• Fourier neural operators? (#277)

Merged pull requests:

• CompatHelper: bump compat for "Distributions" to "0.25" (#275) (@github-actions[bot])
• fix SecondOrderPolynomialSurrogate (#276) (@jbrea)

v2.1.0

Surrogates v2.1.0

Diff since v2.0.1

Closed issues:

• Put Stheno behind Requires (#269)

Merged pull requests:

• CompatHelper: bump compat for "ExtendableSparse" to "0.5" (#266) (@github-actions[bot])
• Put Stheno behind requires (#270) (@ranjanan)

v2.0.1

Surrogates v2.0.1

Diff since v2.0.0

Merged pull requests:

• Work around multivar_poly_basis performance with degree=0 (#265) (@ChrisRackauckas)

v2.0.0

Surrogates v2.0.0

Diff since v1.6.0

Closed issues:

• Incorrect predicted values for kriging function (#250)

Merged pull requests:

• fixed user name (#252) (@RohitRathore1)
• J fu symmetric (#255) (@j-fu)
• Rename all things lobachesky to lobachevsky (#257) (@j-fu)
• Allow Flux 0.12 and re-enable optimization test (#260) (@ChrisRackauckas)
• Major version bump (#261) (@ChrisRackauckas)

v1.6.0

Surrogates v1.6.0

Diff since v1.5.0

Closed issues:

• Missing dependency? (#247)

Merged pull requests:

• Project.toml: remove packages from [extras] that occur in [deps] (#248) (@fredcallaway)

v1.5.0

Surrogates v1.5.0

Diff since v1.4.0

Merged pull requests:

• MassInstallAction: Install the TagBot workflow on this repository (#237) (@christopher-dG)
• MassInstallAction: Install the GitHubActionsCI workflow on this repository (#240) (@christopher-dG)
• CompatHelper: bump compat for "Zygote" to "0.6" (#241) (@github-actions[bot])
• CompatHelper: bump compat for "IterativeSolvers" to "0.9" (#242) (@github-actions[bot])

v1.4.0

Surrogates v1.4.0

Diff since v1.3.0

Closed issues:

• Surrogates v1.2.0 Does not precompile on v1.5 (#230)

Merged pull requests:

• Fixed small bug in ND multiobj optimization and added benchmark from … (#235) (@ludoro)
• CompatHelper: bump compat for "Distributions" to "0.24" (#236) (@github-actions[bot])