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DESCRIPTION
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DESCRIPTION
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Package: mlr3extralearners
Title: Extra Learners For mlr3
Version: 0.9.0-9000
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 = "ctb",
comment = c(ORCID = "0000-0002-3609-8674")),
person("Lukas", "Burk", , "burk@leibniz-bips.de", role = "ctb",
comment = c(ORCID = "0000-0001-7528-3795"))
)
Description: Extra learners for use in mlr3.
License: LGPL-3
Depends:
R (>= 3.1.0),
mlr3 (>= 0.20.2)
Imports:
checkmate,
data.table,
methods,
mlr3misc (>= 0.9.4),
paradox (>= 1.0.1),
R6
Suggests:
abess,
aorsf (>= 0.1.4),
actuar,
apcluster,
BART (>= 2.9.4),
C50,
catboost,
coin,
CoxBoost,
Cubist,
curl,
dbarts,
distr6,
earth,
flexsurv (>= 2.3),
FNN,
formattable,
future,
gbm (>= 2.2.2),
glmnet (>= 4.1-6),
gss,
jsonlite,
keras (>= 2.3.0),
kernlab,
knitr,
ks,
LiblineaR,
lightgbm (>= 4.5.0),
lme4,
locfit,
logspline,
mboost (>= 2.9-10),
mda,
mgcv,
mlr3cluster,
mlr3learners (>= 0.4.2),
mlr3proba (>= 0.6.1),
mlr3pipelines,
mvtnorm,
nnet,
np,
param6,
partykit (>= 1.2-21),
penalized (>= 0.9-52),
pendensity,
plugdensity,
pracma,
prioritylasso (>= 0.3.1),
pseudo,
randomForest,
randomPlantedForest,
randomForestSRC (>= 3.3.0),
ranger (>= 0.16.0),
remotes,
reticulate (>= 1.16),
rpart,
rsm,
rvest,
RWeka,
sandwich,
set6,
sm,
stats,
survival,
survivalmodels (>= 0.1.19),
survivalsvm (>= 0.0.5),
tensorflow (>= 2.0.0),
testthat,
xgboost (>= 1.7.8.1)
Remotes:
binderh/CoxBoost,
catboost/catboost/catboost/R-package,
mlr-org/mlr3proba,
RaphaelS1/survivalmodels,
PlantedML/randomPlantedForest,
xoopR/distr6,
xoopR/param6,
xoopR/set6,
ropensci/aorsf
VignetteBuilder:
knitr
Config/testthat/edition: 3
Encoding: UTF-8
NeedsCompilation: no
Roxygen: list(markdown = TRUE, r6 = TRUE)
RoxygenNote: 7.3.2
Config/Needs/website: rmarkdown