v6.10.0

Surrogates v6.10.0

Diff since v6.9.0

Merged pull requests:

• fix deprecation warning (#462) (@ArnoStrouwen)
• refactor: add points in DYCORS irrespective of best or not (#463) (@sathvikbhagavan)
• build(deps): bump crate-ci/typos from 1.16.23 to 1.17.0 (#465) (@dependabot[bot])
• refactor: use train data if test data is empty for a cluster (#466) (@sathvikbhagavan)
• build(deps): bump actions/cache from 3 to 4 (#467) (@dependabot[bot])
• build(deps): bump codecov/codecov-action from 3 to 4 (#468) (@dependabot[bot])
• build(deps): bump crate-ci/typos from 1.17.0 to 1.18.0 (#469) (@dependabot[bot])
• ci: explicitly specify token for codecov (#470) (@thazhemadam)
• ci: explicitly specify token for codecov (#471) (@thazhemadam)
• [skip ci] update downgrade CI repo (#472) (@ArnoStrouwen)
• reapply formatter (#473) (@ArnoStrouwen)
• refactor(SurrogatesSVM): use SurrogatesBase and cleanup code (#475) (@sathvikbhagavan)
• build(deps): bump crate-ci/typos from 1.18.0 to 1.19.0 (#476) (@dependabot[bot])
• refactor: SurrogatesRandomForest with SurrogatesBase (#477) (@sathvikbhagavan)
• build(deps): bump julia-actions/setup-julia from 1 to 2 (#480) (@dependabot[bot])
• build(deps): bump crate-ci/typos from 1.19.0 to 1.20.4 (#481) (@dependabot[bot])
• build(deps): bump crate-ci/typos from 1.20.4 to 1.21.0 (#483) (@dependabot[bot])
• build(deps): bump crate-ci/typos from 1.21.0 to 1.22.7 (#485) (@dependabot[bot])

Closed issues:

• Surrogate model is only updated when point is optimal (#461)

v6.9.0

Surrogates v6.9.0

Diff since v6.8.0

Merged pull requests:

• Update Branin Function (#449) (@Spinachboul)
• docs: fix improved branin benchmark and run this example while building (#453) (@sathvikbhagavan)
• More CI (#458) (@ArnoStrouwen)
• LanguageTool (#459) (@ArnoStrouwen)
• Few cleanups related to julia version, compats and tests of SurrogatesMOE (#460) (@sathvikbhagavan)

v6.8.0

Surrogates v6.8.0

Diff since v6.7.0

Merged pull requests:

• Update makedocs syntax and few cleanups (#452) (@sathvikbhagavan)

v6.7.0

Surrogates v6.7.0

Diff since v6.6.0

Merged pull requests:

• Update wendland.md (#406) (@pnovoa)
• Fix equation formatting in the manual (#432) (@mortenpi)
• CompatHelper: bump compat for Documenter to 1 for package docs, (keep existing compat) (#440) (@github-actions[bot])
• Use XGBoost 2 (#443) (@sathvikbhagavan)
• remove Clustering from SurrogatesMOE as it is not used (#444) (@sathvikbhagavan)
• CompatHelper: add new compat entry for Statistics at version 1, (keep existing compat) (#445) (@github-actions[bot])
• Bump QMC to 0.3 and fix tests (#446) (@ashutosh-b-b)
• Fix equations displaying in benchmarks (#447) (@ErikQQY)
• typos CI (#450) (@ArnoStrouwen)
• Bump actions/checkout from 3 to 4 (#451) (@dependabot[bot])

v6.6.0

Surrogates v6.6.0

Diff since v6.5.1

Merged pull requests:

• added reproducibility to index.md and make.jl (#413) (@00krishna)
• doc compat (#414) (@ArnoStrouwen)
• lib cov (#418) (@ArnoStrouwen)
• temp fix lib cov (#419) (@ArnoStrouwen)
• enable dependabot for GitHub actions (#427) (@ranocha)
• Bump actions/checkout from 1 to 3 (#428) (@dependabot[bot])
• Bump actions/cache from 1 to 3 (#429) (@dependabot[bot])
• Sampling functions list changed to QuasiMonteCarlo reference (#431) (@MartinuzziFrancesco)
• Documenting mathematical model of RadialBasis (#433) (@rkube)
• Parallel Surrogate Models Through Ask-tell Interface (#435) (@dreycenfoiles)
• CompatHelper: bump compat for Flux to 0.14 for package docs, (keep existing compat) (#436) (@github-actions[bot])
• CompatHelper: bump compat for Flux to 0.14 for package SurrogatesFlux, (keep existing compat) (#437) (@github-actions[bot])
• fix: master branch is failing precompilation (#438) (@sathvikbhagavan)
• Bump actions/checkout from 3 to 4 (#439) (@dependabot[bot])
• Investigate test failures (#441) (@sathvikbhagavan)

Closed issues:

• About additional data acquisition in optimization method for surrogates (#421)
• Surrogates Documentation Link Unavailable (#422)

v6.5.1

Surrogates v6.5.1

Diff since v6.5.0

Merged pull requests:

• updated README and make.jl as per sciml template (#410) (@00krishna)
• canonize docs (#411) (@ArnoStrouwen)
• add logo (#412) (@ArnoStrouwen)

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)