Package: mlr3extralearners
Title: Extra Learners For mlr3
Version: 1.6.0
Authors@R: c(
    person("Raphael", "Sonabend", , "raphaelsonabend@gmail.com", role = "aut",
           comment = c(ORCID = "0000-0001-9225-4654")),
    person("Patrick", "Schratz", , "patrick.schratz@gmail.com", role = "aut",
           comment = c(ORCID = "0000-0003-0748-6624")),
    person("Lorenz A.", "Kapsner", , "lorenz.kapsner@gmail.com", role = "ctb",
           comment = c(ORCID = "0000-0003-1866-860X")),
    person("Lennart", "Schneider", , "lennart.sch@web.de", role = "ctb",
           comment = c(ORCID = "0000-0003-4152-5308")),
    person("Stephen A", "Lauer", , "stephenalauer@gmail.com", role = "ctb",
           comment = c(ORCID = "0000-0003-2948-630X")),
    person("Pierre", "Camilleri", , "camilleri_pierre@hotmail.fr", role = "ctb"),
    person("Javier", "García", , "geshter@hotmail.com", role = "ctb"),
    person("Keenan", "Ganz", , "ganzkeenan1@gmail.com", role = "ctb"),
    person("Byron", "Jaeger", , "bjaeger@wakehealth.edu", role = "ctb"),
    person("Sebastian", "Fischer", , "sebf.fischer@gmail.com", role = c("cre", "aut")),
    person("Zezhi", "Wang", , "homura@mail.ustc.edu.cn", role = "ctb"),
    person("John", "Zobolas", , "bblodfon@gmail.com", role = "aut",
           comment = c(ORCID = "0000-0002-3609-8674")),
    person("Lukas", "Burk", , "burk@leibniz-bips.de", role = "ctb",
           comment = c(ORCID = "0000-0001-7528-3795")),
    person("Lona", "Koers", , "lona.koers@gmail.com", role = "ctb"),
    person("Anna", "Nazarova", , "anna.nazarova@outlook.com", role = "ctb"),
    person("Baisu", "Zhou", , "baisu.zhou@outlook.com", role = "ctb"),
    person("Marc", "Becker", , "marcbecker@posteo.de", role = "ctb",
           comment = c(ORCID = "0000-0002-8115-0400")),
    person("Nikolai", "German", , "niko.german@gmail.com", role = "ctb"),
    person("Alexander", "Winterstetter", , "alexanderwinterstetter@gmail.com", role = "ctb"),
    person("Imad", "El Badisy", , "elbadisyimad@gmail.com", role = "ctb")
  )
Description: Extra learners for use in mlr3.
License: LGPL-3
URL: https://mlr3extralearners.mlr-org.com,
        https://github.com/mlr-org/mlr3extralearners
BugReports: https://github.com/mlr-org/mlr3extralearners/issues
Depends: mlr3 (>= 1.2.0), R (>= 3.3.0)
Imports: checkmate, data.table, methods, mlr3cmprsk (>= 0.0.5),
        mlr3misc (>= 0.19.0), mlr3proba (>= 0.8.8), paradox (>= 1.0.1),
        R6, withr
Suggests: abess, actuar, ada, adabag, aorsf (>= 0.1.6), apcluster, BART
        (>= 2.9.10), blockForest (>= 0.2.7), brnn (>= 0.9.4), bst, C50,
        callr, caret (>= 7.0-1), catboost, class, coin, CoxBoost (>=
        1.5.1), crs, Cubist (>= 0.6.0), curl, dbarts, deepnet (>=
        0.2.1), earth, elasticnet, evtree, ExhaustiveSearch, fastai (>=
        2.2.2), flexsurv (>= 2.3.2), FNN, formattable, frbs (>= 3.2-0),
        future, gbm (>= 2.2.3), glmnet (>= 5.0), GPfit (>= 1.0-9), h2o
        (>= 3.44.0.3), jsonlite, keras (>= 2.3.0), kernlab, klaR,
        knitr, laGP (>= 1.5-9), lgr, LiblineaR, lightgbm (>= 4.5.0),
        lme4 (>= 1.1-38), MASS, mboost (>= 2.9-11), mda, mgcv (>=
        1.9-4), mirai, mlr3cluster, mlr3learners (>= 0.12.0),
        mlr3pipelines, mvtnorm, ncvreg (>= 3.16.0), neuralnet, nnet,
        partykit (>= 1.2-21), penalized (>= 0.9-53), pls (>= 2.9-0),
        polyreg, prioritylasso (>= 0.4.0), qgam, randomForest,
        randomForestSRC (>= 3.6.2), ranger (>= 0.18.0), remotes,
        reticulate, rFerns, rJava, rmarkdown, rotationForest, rpart,
        RRF (>= 1.9.4.1), rsm, RSNNS (>= 0.4-17), rvest, RWeka,
        sandwich, sda (>= 1.3.9), sparsediscrim, sparseLDA (>= 0.1-9),
        stats, stepPlr, survdistr (>= 0.0.3), survdnn (>= 0.7.6),
        survival, survivalsvm (>= 0.0.6), tensorflow (>= 2.0.0),
        testthat, tgp (>= 2.4-23), torch (>= 0.16.3), xgboost (>=
        3.2.1.1)
VignetteBuilder: knitr, rmarkdown
Remotes: catboost/catboost/catboost/R-package, mlr-org/mlr3cmprsk,
        mlr-org/mlr3proba
Config/Needs/website: rmarkdown
Config/testthat/edition: 3
Config/testthat/parallel: false
Encoding: UTF-8
NeedsCompilation: no
Roxygen: list(markdown = TRUE, r6 = TRUE)
Config/roxygen2/version: 8.0.0.9000
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev
Repository: https://mlr-org.r-universe.dev
Date/Publication: 2026-07-14 12:26:24 UTC
RemoteUrl: https://github.com/mlr-org/mlr3extralearners
RemoteRef: v1.6.0
RemoteSha: 29dc858077bd095c13f464e359d86b970d14f8a5
Packaged: 2026-07-14 14:39:17 UTC; root
Author: Raphael Sonabend [aut] (ORCID: <https://orcid.org/0000-0001-9225-4654>),
  Patrick Schratz [aut] (ORCID: <https://orcid.org/0000-0003-0748-6624>),
  Lorenz A. Kapsner [ctb] (ORCID:
    <https://orcid.org/0000-0003-1866-860X>),
  Lennart Schneider [ctb] (ORCID:
    <https://orcid.org/0000-0003-4152-5308>),
  Stephen A Lauer [ctb] (ORCID: <https://orcid.org/0000-0003-2948-630X>),
  Pierre Camilleri [ctb],
  Javier García [ctb],
  Keenan Ganz [ctb],
  Byron Jaeger [ctb],
  Sebastian Fischer [cre, aut],
  Zezhi Wang [ctb],
  John Zobolas [aut] (ORCID: <https://orcid.org/0000-0002-3609-8674>),
  Lukas Burk [ctb] (ORCID: <https://orcid.org/0000-0001-7528-3795>),
  Lona Koers [ctb],
  Anna Nazarova [ctb],
  Baisu Zhou [ctb],
  Marc Becker [ctb] (ORCID: <https://orcid.org/0000-0002-8115-0400>),
  Nikolai German [ctb],
  Alexander Winterstetter [ctb],
  Imad El Badisy [ctb]
Maintainer: Sebastian Fischer <sebf.fischer@gmail.com>