v6.5.0

Surrogates v6.5.0

Diff since v6.4.0

Closed issues:

• Register (#404)

Merged pull requests:

• Remove unnecessary doc bits after unification (#390) (@ArnoStrouwen)
• Rewrite MOE algo (#394) (@vikram-s-narayan)
• [skip ci] badges (#397) (@ArnoStrouwen)
• doc cov (#398) (@ArnoStrouwen)
• Add Invalidations.yml [skip ci] [skip tests] (#401) (@devmotion)
• add compat for Distributions.jl (#405) (@vikram-s-narayan)
• Update SurrogatesMOE docs (#407) (@vikram-s-narayan)
• only fill upper part of radial basis matrix as it is symmetric (#409) (@kylebeggs)

v6.4.0

Surrogates v6.4.0

Diff since v6.3.0

Closed issues:

• MOE tests are commented out (#259)
• Setting "strict mode" in docs build throws error (#363)
• Make GEKPLS differentiable (#371)
• Add docstrings for GEKPLS functions (#373)
• [question] Reason for splitting into sub-packages (#384)

Merged pull requests:

• Make GEKPLS differentiable and surrogate optimization compatible (#381) (@vikram-s-narayan)
• Update gekpls.md for new inputs and functionality (#382) (@vikram-s-narayan)
• make docs work with strict mode (#383) (@vikram-s-narayan)
• add MOE to separate sub-package (#386) (@vikram-s-narayan)
• Speed up radial basis functions when output is single number (#392) (@fjebaker)

v6.3.0

Surrogates v6.3.0

Diff since v6.2.0

Closed issues:

• Performance of kriging compared to mogp-emulator? (#251)
• Radial basis doesn't error with incorrect inputs. (#337)
• Add Hyperparam Optimization for GEKPLS Theta (#366)
• "GEKPLS not defined" error (#367)
• Making Kriging differentiable and better initial hyperparams (#368)
• Kriging Produces Nearly Identical Results for All Inputs After 3 Dimensions (#369)
• How to evaluate surrogate model? (#377)
• Degree modification of multivariate polynomial chaos surrogate model (#378)

Merged pull requests:

• Make theta a user-supplied array param (#370) (@vikram-s-narayan)
• make kriging differentiable (#372) (@archermarx)
• New default hyperparameters and miscellaneous bug fixes for Kriging. (#374) (@archermarx)
• Input dimension checking when evaluating surrogates (#376) (@archermarx)

v6.2.0

Surrogates v6.2.0

Diff since v6.1.1

Closed issues:

• Exponentially bad performance of radial basis polynomial basis evalution (#264)
• [BUG] Radial basis function interpolation with anything other than linearRadial basis functions is wrong (#316)
• Delete sampling in Surrogates.jl in favor of QuasiMonteCarlo.jl (#338)
• Unsatisfiable requirements detected for package QuasiMonteCarlo (#356)
• What's the purpose of neural network example (#365)

Merged pull requests:

• Add multiquadratic test (#353) (@ranjanan)
• Fix typos in the definition of the sphere function (#358) (@liuyxpp)
• GEKPLS With Custom PLS Based on SKLearn PLS (#359) (@vikram-s-narayan)
• Fix a few typos in the docs (#360) (@pitmonticone)
• setup SciML Style (#361) (@ChrisRackauckas)

v6.1.1

Surrogates v6.1.1

Diff since v6.1.0

v6.1.0

Surrogates v6.1.0

Diff since v6.0.0

Closed issues:

• LoadError: UndefVarError: NeuralSurrogate not defined (#344)
• GaussOrthoPoly not defined (#345)
• Parameter optimization (#351)

Merged pull requests:

• Make Expected Improvement find minimum of function (#303) (@archermarx)
• Bump compats of all libs (#342) (@ranjanan)
• Some docstring fixes (#343) (@archermarx)
• update docs for multi-package form (#346) (@vikram-s-narayan)
• Minor fix for "GaussOrthoPoly not defined" error (#347) (@vikram-s-narayan)
• Replace samplers with those from QuasiMonteCarlo.jl (#349) (@archermarx)
• CompatHelper: add new compat entry for QuasiMonteCarlo at version 0.2, (keep existing compat) (#350) (@github-actions[bot])
• Remove samplers from Surrogates.jl in favor of QuasiMonteCarlo.jl (#352) (@archermarx)
• Separate out pages (#354) (@ChrisRackauckas)

v6.0.0

Surrogates v6.0.0

Diff since v5.0.1

Merged pull requests:

• Split into subpackages (#341) (@ranjanan)

v5.0.1

Surrogates v5.0.1

Diff since v5.0.0

Closed issues:

• Large conflict chain due to PolyChaos (#334)
• NeuralSurrogates on GPU (#339)

Merged pull requests:

• add note about need for hyperoptimization in abstractgps surrogate (#336) (@vikram-s-narayan)
• Remove Flux and PolyChaos as necessary dependencies (#340) (@sharanry)

v5.0.0

Surrogates v5.0.0

Diff since v4.5.0

Closed issues:

• GitHub Pages Issue (#324)

Merged pull requests:

• Introduce shape parameter for multiquadric radial function (#333) (@ranjanan)

v4.5.0

Surrogates v4.5.0

Diff since v4.4.0

Merged pull requests:

• Test Flux 0.13 (#332) (@ChrisRackauckas)