v4.4.0

Surrogates v4.4.0

Diff since v4.3.0

Closed issues:

• deprecate var_at_point (#327)

Merged pull requests:

• remove var_at_point (#329) (@vikram-s-narayan)
• Minor radial basis docs update. (#330) (@Chronum94)

v4.3.0

Surrogates v4.3.0

Diff since v4.2.0

Closed issues:

• AD_Compatibility Test Failing (#318)

Merged pull requests:

• Cleanup code (#323) (@vikram-s-narayan)
• Try newer Julia for docs (#325) (@ChrisRackauckas)
• Minor cleanup of AbstractGPSurrogate (#326) (@st--)

v4.2.0

Surrogates v4.2.0

Diff since v4.1.0

Merged pull requests:

• remove stheno; add AbstractGP surrogate (#321) (@vikram-s-narayan)
• Fix package compats (#322) (@ChrisRackauckas)

v4.1.0

Surrogates v4.1.0

Diff since v4.0.0

Closed issues:

• SVMSurrogate.jl Tests Not Running (#311)
• Kriging error in example from tutorial (#313)

Merged pull requests:

• CI for LTS (#307) (@ChrisRackauckas)
• use Lobachevsky where intended (#309) (@JeffreySarnoff)
• Update secondorderpoly.md (#310) (@ManasviAtGitHub)
• Fixes Issue - Docs for NeuralSurrogate #305 (#314) (@vikram-s-narayan)
• Fix for issue #316 (#317) (@vikram-s-narayan)

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)