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DESCRIPTION
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DESCRIPTION
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Package: mlr3automl
Title: AutoML extention for 'mlr3'
Version: 0.0.1
Authors@R: c(
person("Damir", "Pulatov", , "[email protected]", role = c("cre", "aut")),
person("Marc", "Becker", , "[email protected]", role = "aut",
comment = c(ORCID = "0000-0002-8115-0400"))
)
Description: Flexible AutoML system for the 'mlr3' ecosystem.
License: LGPL-3
URL: https://github.com/mlr-org/mlr3automl
BugReports: https://github.com/mlr-org/mlr3automl/issues
Depends:
mlr3 (>= 0.20.0),
mlr3extralearners,
mlr3learners (>= 0.7.0),
mlr3tuning (>= 1.0.0),
R (>= 3.1.0),
rush
Imports:
checkmate,
data.table,
lhs,
mlr3mbo,
mlr3misc (>= 0.15.1),
mlr3pipelines,
mlr3tuningspaces,
paradox (>= 1.0.1),
R6,
utils
Suggests:
catboost,
e1071,
glmnet,
kknn,
lightgbm,
lgr,
MASS,
mlr3viz,
nnet,
ranger,
rpart,
testthat (>= 3.0.0),
xgboost
Remotes:
catboost/catboost/catboost/R-package,
mlr-org/mlr3,
mlr-org/mlr3extralearners,
mlr-org/mlr3mbo@adbo
Config/testthat/edition: 3
Config/testthat/parallel: false
Encoding: UTF-8
NeedsCompilation: no
Roxygen: list(markdown = TRUE, r6 = TRUE)
RoxygenNote: 7.3.2
Collate:
'aaa.R'
'LearnerClassifAuto.R'
'LearnerClassifAutoCatboost.R'
'LearnerClassifAutoGlmnet.R'
'LearnerClassifAutoKKNN.R'
'LearnerClassifAutoLightGBM.R'
'LearnerClassifAutoNnet.R'
'LearnerClassifAutoRanger.R'
'LearnerClassifAutoSVM.R'
'LearnerClassifAutoXgboost.R'
'LearnerRegrAuto.R'
'LearnerRegrAutoCatboost.R'
'LearnerRegrAutoGlmnet.R'
'LearnerRegrAutoKKNN.R'
'LearnerRegrAutoLightGBM.R'
'LearnerRegrAutoNnet.R'
'LearnerRegrAutoRanger.R'
'LearnerRegrAutoSVM.R'
'LearnerRegrAutoXgboost.R'
'build_graph.R'
'estimate_memory.R'
'helper.R'
'internal_measure.R'
'train_auto.R'
'zzz.R'