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Changelog

Source: NEWS.md

mlr3tuningspaces 0.3.0

CRAN release: 2022-06-28

  • feat: Pass paradox::TuneToken to lts() to add, remove or overwrite parameters in tuning spaces and learners.
  • fix: Remove debugging from lts().

mlr3tuningspaces 0.2.0

CRAN release: 2022-04-12

  • feat: Add a as.data.table.TuningSpace() function.
  • feat: TuningSpace objects have the optional field $label now.
  • feat: New $help() method which opens the manual page of a TuningSpace.
  • feat: Add search space for glmnet and kknn to default collection.
  • feat: New as_search_space() function to create search spaces from TuningSpace objects.

mlr3tuningspaces 0.1.1

CRAN release: 2022-01-19

  • fix: The subsample hyperparameter is tuned on a logarithmic scale now. The lower bound of alpha is reduced from 1e-4 to 1e-3. The tuning range of the lambda hyperparameter was 0.1 to 1. From now on, lambda is tuned from 1e-3 to 1e3 on a logarithmic scale.

mlr3tuningspaces 0.1.0

CRAN release: 2022-01-03

  • refactor: update citations.
  • feat: Add mtry.ratio hyperparameter to tuning spaces of the ranger learner.
  • feat: Add $print() method to TuningSpace objects.

mlr3tuningspaces 0.0.1

CRAN release: 2021-07-16

  • First release of the tuning spaces package.