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mlr3mbo 0.2.1
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@sumny sumny released this 05 Jun 09:07
· 35 commits to main since this release
v0.2.1
1a475a7
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sumny Lennart Schneider
GPG key ID: 8157CBFF0E76677D
Learn about vigilant mode.
  • docs: updated some references in vignette.
  • refactor: minor clean up of the internal structure of all loop functions.
  • perf: default initial design constructed based on a Sobol sequence in all loop functions.
  • refactor: no longer depend on mlr3tuning but import instead.
  • refactor: srlrn sugar function now can construct both a SurrogateLearner and
    SurrogateLearnerCollection; dropped srlrnc.
  • feat: added AcqFunctionSD, AcqFunctionEHVI and AcqFunctionEHVIGH, introduced
    bayesopt_emo loop function.
  • feat: AcqFunctions now include a $packages field stating required packages which are checked
    for whether their namespace can be loaded prior to optimization.
  • fix: fixed bug in fix_xdt_missing() helper function.
  • BREAKING CHANGE: renaming default_loopfun -> default_loop_function,
    default_acqfun -> default_acqfunction,
    default_acqopt -> default_acqoptimizer.
  • BREAKING CHANGE: result_functions now replaced by ResultAssigners.
  • BREAKING CHANGE: renamed $model field of all Surrogate classes to $learner.
  • BREAKING CHANGE: For all Surrogate and AcquisitionFunction classes fields *_cols renamed to
    cols_* (e.g., x_cols to cols_x).
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