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Recent Releases of https://github.com/sciml/surrogates.jl

https://github.com/sciml/surrogates.jl - v7.0.1

Surrogates v7.0.1

Diff since v7.0.0

Merged pull requests: - build(docs): update compat for Surrogates (#521) (@sathvikbhagavan) - build: increment patch version (#522) (@sathvikbhagavan)

Closed issues: - SurrogatesFlux fails to precompile (#514)

- Julia
Published by github-actions[bot] 10 months ago

https://github.com/sciml/surrogates.jl - v7.0.0

Surrogates v7.0.0

Diff since v6.11.0

Breaking changes

  • Sublibraries were turned into extensions. I.e. using SurrogatesSVM now just needs using Surrogates, SVM.

Merged pull requests: - Add an optional regularization parameter to RadialBasis, preventing SingularValueException. (#512) (@spalato) - Fixes for 1D NeuralSurrogate optimisation (#516) (@mjowen) - refactor: make lib/* into extensions (#517) (@sathvikbhagavan) - Add spell checking configuration (#518) (@ChrisRackauckas) - Format code with JuliaFormatter v2.1.5 (#519) (@ChrisRackauckas)

Closed issues: - Can things in lib/ go in package extensions now? (#513) - surrogate_optimize! errors on 1D NeuralSurrogate (#515)

- Julia
Published by github-actions[bot] 10 months ago

https://github.com/sciml/surrogates.jl - v6.11.0

Surrogates v6.11.0

Diff since v6.10.0

Merged pull requests: - docs: add Zenodo DOI (#486) (@sathvikbhagavan) - build(deps): bump crate-ci/typos from 1.22.7 to 1.23.1 (#487) (@dependabot[bot]) - refactor: use SurrogatesBase in SurrogatesAbstractGPs (#489) (@sathvikbhagavan) - ci: standardize workflows using SciML's reusable workflows (#491) (@thazhemadam) - build(deps): bump crate-ci/typos from 1.23.1 to 1.24.1 (#492) (@dependabot[bot]) - build(deps): bump crate-ci/typos from 1.24.1 to 1.25.0 (#493) (@dependabot[bot]) - build(deps): bump crate-ci/typos from 1.25.0 to 1.26.0 (#494) (@dependabot[bot]) - [skip ci] reduce dependabot typos updates (#495) (@ArnoStrouwen) - ci: test with 1, lts and pre versions of julia (#496) (@thazhemadam) - build(deps): bump codecov/codecov-action from 4 to 5 (#497) (@dependabot[bot]) - CompatHelper: bump compat for Flux to 0.15 for package docs, (keep existing compat) (#498) (@github-actions[bot]) - CompatHelper: bump compat for Flux to 0.15 for package SurrogatesFlux, (keep existing compat) (#499) (@github-actions[bot]) - CompatHelper: bump compat for Flux to 0.16 for package docs, (keep existing compat) (#500) (@github-actions[bot]) - CompatHelper: bump compat for Flux to 0.16 for package SurrogatesFlux, (keep existing compat) (#501) (@github-actions[bot]) - CompatHelper: bump compat for Zygote to 0.7, (keep existing compat) (#502) (@github-actions[bot]) - CompatHelper: bump compat for Zygote to 0.7 for package docs, (keep existing compat) (#503) (@github-actions[bot]) - Fix definition of gramacy lee function (#506) (@mfschubert) - refactor: use SurrogatesBase for all surrogates (#507) (@sathvikbhagavan) - test: revive RTEA optimization tests (#508) (@sathvikbhagavan) - docs: clean up tutorials (#509) (@sathvikbhagavan) - CompatHelper: add new compat entry for Surrogates at version 6 for package docs, (keep existing compat) (#510) (@github-actions[bot]) - refactor: add ! in surrogate_optimize as it is mutating (#511) (@sathvikbhagavan)

Closed issues: - Re-enable LIBSVM tests when it stops having issues (#104) - Docs: examples for each surrogate (#152) - Proposal: separate surrogate settings from x, y points (#238) - Plans for parallel optimization (#278) - Docs for NeuralSurrogate (#305) - Flux not in dependencies warning (#308) - Optimization function mutates surrogate struct (#380) - Updating Surrogates to use SurrogatesBase (#488) - Possible bug in Surrogates.jl RTEA (#504) - Cannot reproduce https://docs.sciml.ai/Surrogates/stable/tutorials/#Example-of-NeuralSurrogate (#505)

- Julia
Published by github-actions[bot] about 1 year ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] almost 2 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] over 2 years ago

https://github.com/sciml/surrogates.jl - v6.8.0

Surrogates v6.8.0

Diff since v6.7.0

Merged pull requests: - Update makedocs syntax and few cleanups (#452) (@sathvikbhagavan)

- Julia
Published by github-actions[bot] over 2 years ago

https://github.com/sciml/surrogates.jl - 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])

- Julia
Published by github-actions[bot] over 2 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] over 2 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] over 3 years ago

https://github.com/sciml/surrogates.jl - 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 (@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)

- Julia
Published by github-actions[bot] over 3 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] almost 4 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] almost 4 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] almost 4 years ago

https://github.com/sciml/surrogates.jl - v6.1.1

Surrogates v6.1.1

Diff since v6.1.0

- Julia
Published by github-actions[bot] almost 4 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] almost 4 years ago

https://github.com/sciml/surrogates.jl - v6.0.0

Surrogates v6.0.0

Diff since v5.0.1

Merged pull requests: - Split into subpackages (#341) (@ranjanan)

- Julia
Published by github-actions[bot] about 4 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] about 4 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] about 4 years ago

https://github.com/sciml/surrogates.jl - v4.5.0

Surrogates v4.5.0

Diff since v4.4.0

Merged pull requests: - Test Flux 0.13 (#332) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] about 4 years ago

https://github.com/sciml/surrogates.jl - v4.4.0

Surrogates v4.4.0

Diff since v4.3.0

Closed issues: - deprecate var_at_point (#327)

Merged pull requests: - remove varatpoint (#329) (@vikram-s-narayan) - Minor radial basis docs update. (#330) (@Chronum94)

- Julia
Published by github-actions[bot] about 4 years ago

https://github.com/sciml/surrogates.jl - 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--)

- Julia
Published by github-actions[bot] about 4 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] about 4 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] about 4 years ago

https://github.com/sciml/surrogates.jl - v4.0.0

Surrogates v4.0.0

Diff since v3.0.1

Merged pull requests: - @require Flux and PolyChaos (#304) (@sharanry)

- Julia
Published by github-actions[bot] over 4 years ago

https://github.com/sciml/surrogates.jl - v3.0.1

Surrogates v3.0.1

Diff since v3.0.0

Merged pull requests: - Change eltype of buffer (#302) (@ranjanan)

- Julia
Published by github-actions[bot] over 4 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] over 4 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] almost 5 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] about 5 years ago

https://github.com/sciml/surrogates.jl - v2.0.1

Surrogates v2.0.1

Diff since v2.0.0

Merged pull requests: - Work around multivarpolybasis performance with degree=0 (#265) (@ChrisRackauckas)

- Julia
Published by github-actions[bot] about 5 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by github-actions[bot] about 5 years ago

https://github.com/sciml/surrogates.jl - 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 (@fredcallaway)

- Julia
Published by github-actions[bot] over 5 years ago

https://github.com/sciml/surrogates.jl - 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])

- Julia
Published by github-actions[bot] over 5 years ago

https://github.com/sciml/surrogates.jl - 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])

- Julia
Published by github-actions[bot] over 5 years ago

https://github.com/sciml/surrogates.jl - v1.3.0

Surrogates v1.3.0

Diff since v1.2.0

  • Added Earth surrogate
  • Added multi objective optimization methods
  • Updated docs
  • Removed MOE surrogate due to bug in GaussianMixtures package, planning on adding it again in the next release

Closed issues: - Other AbstractSurrogates (#17) - SOP ND (#66) - ND Polynomial basis in Radials (#175) - Benchmarking (#185) - Pkg.add("Surrogates") is installing v1.1.2 , not the latest v1.2 (#192) - Add benchmarks to highlight optimization methods (#210)

Merged pull requests: - Test implementation of multivariable polynomial basis (#188) (@mrandri19) - Zygote deps (#193) (@ludoro) - Earth 1d (#194) (@ludoro) - CompatHelper: bump compat for "Flux" to "0.11" (#195) (@github-actions[bot]) - Inverse (#196) (@TeAmP0is0N) - Update InverseDistance.md (#197) (@TeAmP0is0N) - fixed legend overlapping issue (#198) (@TeAmP0is0N) - Adding benchmark section in the docs, with a first simple example (#199) (@ludoro) - Update spherefunction.md (#200) (@TeAmP0is0N) - Update randomforest.md (#201) (@TeAmP0is0N) - Update kriging.md (#202) (@TeAmP0is0N) - Random forest (#203) (@TeAmP0is0N) - Tutorials first (#204) (@ChrisRackauckas) - Radial (#205) (@TeAmP0is0N) - WIP Gradient enhanced kriging (#206) (@ludoro) - add nd example for lobachesky (#207) (@michiboo) - Adding benchmarks with more difficult functions (#208) (@ludoro) - Branin (#209) (@TeAmP0is0N) - Update BraninFunction.md (#211) (@TeAmP0is0N) - Added Ackley benchmark showing that decors optimization method (#212) (@ludoro) - defined ackley function and fixed plotting problem (#213) (@TeAmP0is0N) - fixed the plotting problem (#214) (@TeAmP0is0N) - Update (#215) (@TeAmP0is0N) - Update tensorprod.md (#216) (@TeAmP0is0N) - Gek (#218) (@TeAmP0is0N) - added another benchmark (#219) (@TeAmP0is0N) - Fixed small bug in neural network and written tutorial on it (#220) (@ludoro) - wend tutorial (#221) (@ludoro) - New tut (#223) (@ludoro) - Update make.jl (#225) (@TeAmP0is0N) - Salustowicz benchmark (#226) (@TeAmP0is0N) - Benchmarks (#227) (@TeAmP0is0N) - SOP ND (#228) (@ludoro) - Added scaling parameter to MOE (#229) (@ludoro) - WIP multiobj opt EGO, algorithm 1 of paper (#231) (@ludoro) - Release 13 (#232) (@ludoro) - CompatHelper: bump compat for "Zygote" to "0.5" (#233) (@github-actions[bot]) - Update Salustowicz.md (#234) (@tlienart)

- Julia
Published by github-actions[bot] over 5 years ago

https://github.com/sciml/surrogates.jl - v1.2.0

Surrogates v1.2.0

Diff since v1.1.2

  • Fixed dependency bug at installation with XGBoost.
  • Added Variable fidelity surrogate
  • Added Polynomial expansion surrogate
  • Added Mixture of experts surrogate
  • Added Wendland surrogate
  • Added tutorials in the docs

Closed issues: - Compactly Supported Basis Functions (#52) - Polynomial chaos (PC) (#56) - Changing bounds in RadialBasis function (#57) - Multidimensional Output Support (#98) - Naive Multi output surrogates (#107) - Improving RBF functionalities (#116) - Handle infinite/NaN values (#117) - Add new sampling methods: (#124) - Standard API with kwargs (#130) - Load and Argument Error (#141) - error when I am building a Surrogate using Radial Basis Surrogate (#143) - Fixing docstrings (#151)

Merged pull requests: - Added Kronecker sequence (#125) (@ludoro) - Added GoldenSample (#126) (@ludoro) - Added new condition on LCBS to skip infinite or nan values (#127) (@ludoro) - Fixin radial bounds, making them consistent with other surrogates (#128) (@ludoro) - Added scaling parameter to avoid numerical problems (#129) (@ludoro) - Added kwargs for Kriging (#132) (@ludoro) - Fixed warning with kwargs Kriging, fixed tests (#133) (@ludoro) - CompatHelper: add new compat entry for "Flux" at version "0.10" (#134) (@github-actions[bot]) - CompatHelper: add new compat entry for "XGBoost" at version "0.4" (#135) (@github-actions[bot]) - Adding kwargs for inverse distance (#136) (@ludoro) - Kwargs for radials (#137) (@ludoro) - kwargs for loba (#138) (@ludoro) - kwargs randomforest (#139) (@ludoro) - kwargs neural (#140) (@ludoro) - Update docs (#142) (@mkg33) - Added sparse radials (#144) (@ludoro) - CompatHelper: add new compat entry for "ExtendableSparse" at version "0.3" (#145) (@github-actions[bot]) - Sparse lobachesky (#146) (@ludoro) - Removed tracker from adcompatibility (#147) (@ludoro) - Missing docstring (#148) (@TeAmP0is0N) - Update quick example and rebuild docs (#149) (@mrandri19) - Use @example tags in documentation's examples (#150) (@mrandri19) - Fixing docstrings (#153) (@TeAmP0is0N) - Add contributing instructions to README.md (#154) (@mrandri19) - Contributing (#155) (@zzj0402) - WIP wendland (#157) (@ludoro) - Added different subsection (#158) (@TeAmP0is0N) - CompatHelper: add new compat entry for "IterativeSolvers" at version "0.8" (#159) (@github-actions[bot]) - Packages imports in the right place, clearer first step contributions (#160) (@ludoro) - LCSB Optimizer: fix extra sqrt and make k a parameter (#161) (@mrandri19) - Add Kriging 1D tutorial (#162) (@mrandri19) - Add docs dependencies (#163) (@mrandri19) - WIP MOE (#164) (@ludoro) - add example for random forest surrogates (#165) (@michiboo) - Fix plots y axis limits (#166) (@mrandri19) - Use points range rather than function for plotting (#167) (@mrandri19) - CompatHelper: add new compat entry for "Clustering" at version "0.14" (#168) (@github-actions[bot]) - CompatHelper: add new compat entry for "GaussianMixtures" at version "0.3" (#169) (@github-actions[bot]) - Added VariableFidelity surrogate, fixed bug in INversedistance (#170) (@ludoro) - Add ND Kriging tutorial (#171) (@mrandri19) - fix plots for example in random forest surrogates (#172) (@michiboo) - Update function in example for random forest (#173) (@michiboo) - PolynomialChaos expansion (#174) (@ludoro) - CompatHelper: add new compat entry for "PolyChaos" at version "0.2" (#176) (@github-actions[bot]) - CompatHelper: bump compat for "XGBoost" to "1.1" (#177) (@github-actions[bot]) - Fix off-by-one error in radial polynomial degree (#178) (@mrandri19) - Linear surrogate (#179) (@TeAmP0is0N) - fixed some minor problems (#180) (@TeAmP0is0N) - Update LinearSurrogate.md (#181) (@mrandri19) - add 1d example of lobachesky (#182) (@michiboo) - Linear (#183) (@TeAmP0is0N) - fix issues with plot in lobachesky example (#184) (@michiboo)

- Julia
Published by github-actions[bot] almost 6 years ago

https://github.com/sciml/surrogates.jl - New surrogates and minor bugs.

Fixed dependency bug at installation with XGBoost. Added Variable fidelity surrogate Added Polynomial expansion surrogate Added Mixture of experts surrogate Added Wendland surrogate Added tutorials in the docs

- Julia
Published by ludoro almost 6 years ago

https://github.com/sciml/surrogates.jl - v1.1.2

Surrogates v1.1.2

Diff since v1.0.1

Added AD-compatibility with Zygote and ForwardDiff for all possible surrogates. Fixed minor bugs in radial basis and kriging that led to failure in speciale cases, Added output explaining halting of optimization methods

Closed issues: - Singular Interpolation Matrices when using Radial Basis Functions (#100)

Merged pull requests: - Add NeuralSurrogate example in the doc and fix typos in another example (#110) (@mancellin) - Krigin cannot accept equal x's (#111) (@ludoro) - CompatHelper: bump compat for "Distributions" to "0.22" (#112) (@github-actions[bot]) - Fix 2D example (#114) (@karajan9) - Install TagBot as a GitHub Action (#118) (@JuliaTagBot) - Fixed deprecation with truncated normals an resolved warning on deps (#120) (@ludoro) - CompatHelper: add new compat entry for "Stheno" at version "0.6" (#121) (@github-actions[bot]) - Docs fix (#122) (@ludoro) - CompatHelper: bump compat for "Distributions" to "0.23" (#123) (@github-actions[bot])

- Julia
Published by github-actions[bot] about 6 years ago

https://github.com/sciml/surrogates.jl - Fixed versioning problem by updating project.toml

Updated

- Julia
Published by ludoro about 6 years ago

https://github.com/sciml/surrogates.jl - Fixed versioning problem

- Julia
Published by ludoro about 6 years ago

https://github.com/sciml/surrogates.jl - AD compatibility, minor bugs

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

- Julia
Published by ludoro about 6 years ago

https://github.com/sciml/surrogates.jl - v1.0.1

v1.0.1 (2019-12-14)

Diff since v1.0.0

Merged pull requests:

- Julia
Published by julia-tagbot[bot] over 6 years ago

https://github.com/sciml/surrogates.jl - v1.0.0

v1.0.0 (2019-12-14)

Diff since v0.5.0

Merged pull requests:

- Julia
Published by julia-tagbot[bot] over 6 years ago

https://github.com/sciml/surrogates.jl - v0.5.0

v0.5.0 (2019-12-10)

Diff since v0.4.0

Merged pull requests:

- Julia
Published by julia-tagbot[bot] over 6 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by julia-tagbot[bot] over 6 years ago

https://github.com/sciml/surrogates.jl - v0.3.0

v0.3.0 (2019-12-01)

Diff since v0.2.0

Merged pull requests:

- Julia
Published by julia-tagbot[bot] over 6 years ago

https://github.com/sciml/surrogates.jl - v0.2.0

v0.2.0 (2019-12-01)

Diff since v0.1.1

Closed issues:

  • Register (#92)

- Julia
Published by julia-tagbot[bot] over 6 years ago

https://github.com/sciml/surrogates.jl - 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)

- Julia
Published by julia-tagbot[bot] over 6 years ago

https://github.com/sciml/surrogates.jl - v0.1.0

First release of Surrogates.jl

- Julia
Published by julia-tagbot[bot] almost 7 years ago