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)