CRAN/E | mlr3tuningspaces

Installation

About

Collection of search spaces for hyperparameter optimization in the 'mlr3' ecosystem. It features ready-to-use search spaces for many popular machine learning algorithms. The search spaces are from scientific articles and work for a wide range of data sets.

mlr3tuningspaces.mlr-org.com
github.com/mlr-org/mlr3tuningspaces
Bug report	File report

Key Metrics

Version	0.5.0
R	≥ 3.1.0
Published	2024-03-05 196 days ago
Needs compilation?	no
License	LGPL-3
CRAN checks	mlr3tuningspaces results

Downloads

Yesterday	24 0%
Last 7 days	435 -23%
Last 30 days	1.992 -3%
Last 90 days	7.185 -18%
Last 365 days	30.163 +58%

Maintainer

Marc Becker

[email protected]

Authors

Marc Becker	cre / aut
Michel Lang	ctb

Material

README
NEWS
Reference manual
Package source

macOS

r-release	arm64
r-oldrel	arm64
r-release	x86_64

Windows

r-devel	x86_64
r-release	x86_64
r-oldrel	x86_64

Old Sources

mlr3tuningspaces archive

Depends

mlr3tuning	≥ 0.15.0
R	≥ 3.1.0

Imports

checkmate	≥ 2.0.0
data.table	≥ 1.14.0
mlr3	≥0.11.0
mlr3misc	≥ 0.11.0
paradox	≥ 0.7.1
R6	≥2.5.0

Suggests

e1071	≥ 1.7-6
bbotk
glmnet	≥ 4.1-2
kknn	≥ 1.3.1
mlr3learners	≥ 0.4.5
ranger	≥ 0.12.1
rpart	≥ 4.1-15
testthat	≥ 3.0.0
xgboost	≥ 1.4.1.1

Reverse Imports

mlr3verse

mlr3tuningspaces

Search Spaces for 'mlr3'