Changelog • mlr3tuningspaces

mlr3tuningspaces 0.4.0

fix: The source of the rbv2 search spaces was wrong. The source is Binder, Pfisterer, and Bischl (2020). Thanks to @markus-schaffer.
feat: Add rbv1 search spaces from the Kühn (2018) paper.

mlr3tuningspaces 0.3.5

CRAN release: 2023-03-08

fix: Add missing ... parameter to rd_info.TuningSpace().

mlr3tuningspaces 0.3.4

CRAN release: 2023-03-02

docs: Remove deprecated method argument of mlr3tuning::tune().
docs: Update resources.

mlr3tuningspaces 0.3.3

CRAN release: 2022-12-07

fix: Extra paradox::TuneToken in lts() were not passed to learners created with $get_learner().
docs: Add lts() return.

mlr3tuningspaces 0.3.2

CRAN release: 2022-11-27

docs: Add mlr_tuning_spaces prefix to aliases.

mlr3tuningspaces 0.3.1

CRAN release: 2022-10-24

docs: Add glmnet description.

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.