mlr3tuningspaces 0.6.0
- BREAKING CHANGE: The
kknn package was removed from
CRAN. The kknn tuning spaces are removed from the
package.
- feat: Print with
cli package.
mlr3tuningspaces 0.5.2
- compatibility: mlr3learners 0.9.0
mlr3tuningspaces 0.5.1
- compatibility: Work with new mlr3tuning version 1.0.0
mlr3tuningspaces 0.5.0
- fix: Reduce levels of
respect.unordered.factors of
search space ranger.rbv1 to "ignore" and
"order".
- compatibility: Work with new paradox version 1.0.0
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
- fix: Add missing
... parameter to
rd_info.TuningSpace().
mlr3tuningspaces 0.3.4
- docs: Remove deprecated
method argument of
mlr3tuning::tune().
- docs: Update resources.
mlr3tuningspaces 0.3.3
- fix: Extra
paradox::TuneToken in lts()
were not passed to learners created with
$get_learner().
- docs: Add
lts() return.
mlr3tuningspaces 0.3.2
- docs: Add
mlr_tuning_spaces prefix to aliases.
mlr3tuningspaces 0.3.1
- docs: Add glmnet description.
mlr3tuningspaces 0.3.0
- 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
- 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
- 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
- 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
- First release of the tuning spaces package.