AD compatibility, minor bugs

Fixed AD compatibility, solved a few minor bugs in radial basis surrogates. Added output explanation in optimization methods.

v1.0.1

v1.0.1 (2019-12-14)

Diff since v1.0.0

Merged pull requests:

• Namespace tracked values to fix Requires (#109) (ChrisRackauckas)

v1.0.0

v1.0.0 (2019-12-14)

Diff since v0.5.0

Merged pull requests:

• Stheno backend for Kriging (#108) (platawiec)
• Multi output surrogates (#106) (platawiec)
• CompatHelper: bump compat for "Requires" to "1.0" (#105) (github-actions[bot])

v0.5.0

v0.5.0 (2019-12-10)

Diff since v0.4.0

Merged pull requests:

• major dependency reductions through Requires (#103) (ChrisRackauckas)

v0.4.0

v0.4.0 (2019-12-08)

Diff since v0.3.0

Closed issues:

• EI Optimization fails silently (#93)
• Not all sampling functions return the same shape, and shape not tested (#91)

Merged pull requests:

• CompatHelper: bump compat for "DataFrames" to "0.20" (#102) (github-actions[bot])
• Improvements for #100 (#101) (platawiec)
• Quick fix to support multidimensional prediction (#99) (platawiec)
• Fixed sampling shape issue (#97) (ludoro)
• EI optimization reports on max number of iteration (#96) (ludoro)

v0.3.0

v0.3.0 (2019-12-01)

Diff since v0.2.0

Merged pull requests:

• Attempt Zygote Flux (#95) (ChrisRackauckas)

v0.2.0

v0.2.0 (2019-12-01)

Diff since v0.1.1

Closed issues:

• Register (#92)

v0.1.1

v0.1.1 (2019-11-28)

Diff since v0.1.0

Closed issues:

• SVMSurrogate assumes input size to be (1,2) (#89)
• Adaptive/Sequential Sampling (#65)
• Lobachevsky-Spline: Dimension dependent alpha (#51)
• Lobachevsky-Spline: Integrating select dimensions (#50)
• Surrogate optimization methods (#29)
• Integrate Radial and Kriging with samplings (#12)

Merged pull requests:

• Optimization methods now return minimum value and its position (#90) (ludoro)
• CompatHelper: add new compat entry for "Sobol" at version "1.3" (#88) (github-actions[bot])
• CompatHelper: add new compat entry for "GLM" at version "1.3" (#87) (github-actions[bot])
• CompatHelper: add new compat entry for "LIBSVM" at version "0.3" (#86) (github-actions[bot])
• CompatHelper: add new compat entry for "DataFrames" at version "0.19" (#85) (github-actions[bot])
• CompatHelper: add new compat entry for "Flux" at version "0.9" (#83) (github-actions[bot])
• CompatHelper: add new compat entry for "XGBoost" at version "0.4" (#82) (github-actions[bot])
• CompatHelper: add new compat entry for "LatinHypercubeSampling" at version "1.2" (#81) (github-actions[bot])
• CompatHelper: add new compat entry for "Distributions" at version "0.21" (#80) (github-actions[bot])
• CompatHelper: add new compat entry for "Tracker" at version "0.2" (#79) (github-actions[bot])
• Fix typo in docs. (#78) (mancellin)
• Fixed a typo in the src/Optimization.jl (#76) (Dishebh)
• Zygote compatibility (#75) (ludoro)
• Just missing KrigND and LobaND (#74) (ludoro)
• 1D Surrogates are now compatible with Zygote (#73) (ludoro)
• Radials AD compatible (#72) (ludoro)
• Lobachesky AD compatible (#71) (ludoro)
• Kriging surrogate now AD compatible (#70) (ludoro)
• Added ND reverse diff compatibility for some surrogates. Still missin… (#69) (ludoro)
• ForwardDiff ND, Tracker 1D (#68) (ludoro)
• AD Compatibility (#67) (ludoro)
• Updated readme file and Surrogates 101 2D version (#63) (Dishebh)
• Fixed bug in RadialBasis (#62) (ludoro)
• Minor Doc Fix (#61) (ShreyasFadnavis)
• Added Normal and Cauchy sampling (#60) (ludoro)
• Second order Polynomial approximation (#59) (ludoro)
• InverseDistanceSurrogate (#58) (ludoro)
• Lobachesky Surrogate can now be integrated on selected dimension (#55) (ludoro)
• SOP 1D (#41) (ludoro)

v0.1.0

First release of Surrogates.jl