CRAN/E | mlr3tuningspaces

mlr3tuningspaces

Search Spaces for 'mlr3'

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 54 days ago
Needs compilation? no
License LGPL-3
CRAN checks mlr3tuningspaces results

Downloads

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Last 365 days 24.700 +31%

Maintainer

Maintainer

Marc Becker

marcbecker@posteo.de

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