CRAN/E | mlr3

mlr3

Machine Learning in R - Next Generation

Installation

About

Efficient, object-oriented programming on the building blocks of machine learning. Provides 'R6' objects for tasks, learners, resamplings, and measures. The package is geared towards scalability and larger datasets by supporting parallelization and out-of-memory data-backends like databases. While 'mlr3' focuses on the core computational operations, add-on packages provide additional functionality.

Citation mlr3 citation info
mlr3.mlr-org.com
github.com/mlr-org/mlr3
Bug report File report

Key Metrics

Version 0.19.0
R ≥ 3.1.0
Published 2024-04-24 2 days ago
Needs compilation? no
License LGPL-3
CRAN checks mlr3 results

Downloads

Yesterday 533 0%
Last 7 days 1.798 -24%
Last 30 days 9.716 -13%
Last 90 days 28.509 -11%
Last 365 days 105.433 -5%

Maintainer

Maintainer

Michel Lang

michellang@gmail.com

Authors

Michel Lang

cre / aut

Bernd Bischl

aut

Jakob Richter

aut

Patrick Schratz

aut

Giuseppe Casalicchio

ctb

Stefan Coors

ctb

Quay Au

ctb

Martin Binder

aut

Florian Pfisterer

aut

Raphael Sonabend

aut

Lennart Schneider

ctb

Marc Becker

aut

Sebastian Fischer

ctb

Material

README
NEWS
Reference manual
Package source

In Views

MachineLearning

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

mlr3 archive

Depends

R ≥ 3.1.0

Imports

R6 ≥ 2.4.1
backports
checkmate ≥ 2.0.0
data.table ≥1.15.0
evaluate
future
future.apply ≥ 1.5.0
lgr ≥0.3.4
mlbench
mlr3measures ≥ 0.4.1
mlr3misc ≥ 0.15.0
parallelly
palmerpenguins
paradox ≥ 0.10.0
RhpcBLASctl
uuid

Suggests

Matrix
callr
codetools
datasets
future.callr
mlr3data
progressr
remotes
rpart
testthat ≥ 3.1.0

Reverse Depends

GenericML
mlr3cluster
mlr3db
mlr3fda
mlr3fselect
mlr3learners
mlr3spatial
mlr3spatiotempcv
mlr3tuning
mlr3verse
NADIA
SIAMCAT
spFSR

Reverse Imports

cpi
DoubleML
gKRLS
highMLR
MantaID
mcboost
mlr3batchmark
mlr3fairness
mlr3filters
mlr3hyperband
mlr3mbo
mlr3oml
mlr3pipelines
mlr3resampling
mlr3shiny
mlr3summary
mlr3tuningspaces
sense

Reverse Suggests

condvis2
counterfactuals
DALEXtra
drape
explainer
FACT
iml
miesmuschel
mlr3benchmark
mlr3data
mlr3viz
mlrintermbo
vetiver
vivid

Reverse Enhances

vip