SuperLearner

R 패키지 메타데이터와 수집 신호를 모아 봅니다.

Packages / CRAN / SuperLearner

SuperLearner

v2.0-40
Repository CRANLicense GPL-3Lifecycle activeNeeds compilation no
Package pageReferenceSourceDOINEWS
DOI
10.32614/CRAN.package.SuperLearner
Task views
Bayesian Inference, Machine Learning & Statistical Learning
Reverse imports
1,029
Reverse depends
272

Core Signals

첫 화면에서 판단해야 할 수집 신호를 먼저 배치합니다.

3
Task views
Bayesian Inference, Machine Learning & Statistical Learning
Reverse imports
1,029
Reverse depends
272

Supported Backends

DESCRIPTION에서 감지한 backend 관련 package입니다.

0
backend package 신호가 없습니다.

Quick Facts

기본 메타데이터를 작은 카드와 토큰으로 압축합니다.

profile
Repository
CRAN
Version
2.0-40
License
GPL-3
Lifecycle
active
Needs compilation
no
Reverse depends
272
Reverse imports
1,029
Last observed
2026-05-30
CRAN
cran.r-project.org/package=SuperLearner

수집 소스별 패키지 정보

1개 소스
CRAN
2.0-40
2026-05-30
License
GPL-3
Depends
R (>= 2.14.0), nnls, gam (>= 1.15)
Imports
cvAUC, methods
Suggests
arm, bartMachine, biglasso, bigmemory, caret, class, devtools, e1071, earth, gbm, genefilter, ggplot2, glmnet, ipred, KernelKnn, kernlab, knitr, lattice, LogicReg, MASS, mlbench, nloptr, nnet, party, polspline, prettydoc, quadprog, randomForest, ranger, RhpcBLASctl, ROCR, rmarkdown, rpart, SIS, speedglm, spls, sva, testthat, xgboost (>= 0.6)
Needs compilation
no
Reverse depends
272
Reverse imports
1,029
Lifecycle
active
Last observed
2026-05-30 10:45:11

이 패키지가 의존하는 패키지

5개 표시전체 43개
PackageTypeSpec
gam
CRAN · 2.0-40 · 2026-05-30
Dependsgam (>= 1.15)
nnls
CRAN · 2.0-40 · 2026-05-30
Dependsnnls
cvAUC
CRAN · 2.0-40 · 2026-05-30
ImportscvAUC
methods
CRAN · 2.0-40 · 2026-05-30
Importsmethods
arm
CRAN · 2.0-40 · 2026-05-30
Suggestsarm
1 / 9

이 패키지를 쓰는 패키지

5개 표시전체 47개
PackageTypeSpec
bartXViz
1.0.11
CRAN · 2026-05-30
DependsSuperLearner
ctmle
0.1.2
CRAN · 2026-05-30
DependsSuperLearner
polle
1.6.4
CRAN · 2026-05-30
DependsSuperLearner
subsemble
0.1.0
CRAN · 2026-05-30
DependsSuperLearner
survML
1.2.0
CRAN · 2026-05-30
DependsSuperLearner (>= 2.0.28)
1 / 10

Reverse dependency summary

3 types
TypePackages
Depends7
Imports27
Suggests13

패키지 페이지

Reverse depends
14
Reverse imports
52
Reverse suggests
28
All links
94
Repository
CRAN
Version
2.0-40
Collected
2026-05-19 03:35:05
Package page
https://cran.r-project.org/web/packages/SuperLearner/index.html
DOI
10.32614/CRAN.package.SuperLearner
CRAN checks
https://cran.r-project.org/web/checks/check_results_SuperLearner.html
NEWS
https://cran.r-project.org/web/packages/SuperLearner/NEWS
Reference HTML
https://cran.r-project.org/web/packages/SuperLearner/refman/SuperLearner.html
Reference PDF
https://cran.r-project.org/web/packages/SuperLearner/SuperLearner.pdf
Source package
https://cran.r-project.org/src/contrib/SuperLearner_2.0-40.tar.gz
Archive
https://CRAN.R-project.org/src/contrib/Archive/SuperLearner
In views
BayesianMachineLearning
Page fields
Author
Eric Polley [aut, cre], Erin LeDell [aut], Chris Kennedy [aut], Sam Lendle [ctb], Mark van der Laan [aut, ths]
CRAN Checks
SuperLearner results
DOI
10.32614/CRAN.package.SuperLearner
In Views
Bayesian , MachineLearning
License
GPL-3
Maintainer
Eric Polley <epolley at uchicago.edu>
Materials
NEWS , ChangeLog
NeedsCompilation
no
Old Sources
SuperLearner archive
Package Source
SuperLearner_2.0-40.tar.gz
Published
2025-12-21
Reference Manual
SuperLearner.html , SuperLearner.pdf
Reverse Depends
bartXViz , ctmle , polle , subsemble , survML , tmle , tradeoffaucdim
Reverse Imports
AIPW , amp , CausalGPS , CausalMetaR , CICI , CIMTx , CRE , crossurr , DeepLearningCausal , drpop , drtmle , evalITR , flevr , flexCausal , lmtp , PLUCR , PND.heter.cluster , PSor , PSweight , Ricrt , RISCA , RobinCar , tehtuner , tidyhte , vaccine , vimp
Reverse Suggests
biotmle , CanonicalFamilyExtra , causaldef , gKRLS , hal9001 , ltmle , lvimp , medflex , MRTAnalysis , nestedcv , riskRegression , targeted , vglmer , WeightIt
URL
https://github.com/ecpolley/SuperLearner
Version
2.0-40
Vignettes
Guide to SuperLearner ( source , R code )
Windows Binaries
r-devel: SuperLearner_2.0-40.zip , r-release: SuperLearner_2.0-40.zip , r-oldrel: SuperLearner_2.0-40.zip
MacOS Binaries
r-release (arm64): SuperLearner_2.0-40.tgz , r-oldrel (arm64): SuperLearner_2.0-40.tgz , r-release (x86_64): SuperLearner_2.0-40.tgz , r-oldrel (x86_64): SuperLearner_2.0-40.tgz
Version
2.0-40
Published
2025-12-21
DOI
10.32614/CRAN.package.SuperLearner
10.32614/CRAN.package.SuperLearner
Author
Eric Polley [aut, cre], Erin LeDell [aut], Chris Kennedy [aut], Sam Lendle [ctb], Mark van der Laan [aut, ths]
Maintainer
Eric Polley <epolley at uchicago.edu>
License
GPL-3
GPL-3
URL
https://github.com/ecpolley/SuperLearner
https://github.com/ecpolley/SuperLearner
NeedsCompilation
no
Materials
NEWS , ChangeLog
NEWSChangeLog
In Views
Bayesian , MachineLearning
BayesianMachineLearning
CRAN Checks
SuperLearner results
SuperLearner results
Reference Manual
SuperLearner.html , SuperLearner.pdf
SuperLearner.htmlSuperLearner.pdf
Vignettes
Guide to SuperLearner ( source , R code )
Guide to SuperLearnersourceR code
Package Source
SuperLearner_2.0-40.tar.gz
SuperLearner_2.0-40.tar.gz
Windows Binaries
r-devel: SuperLearner_2.0-40.zip , r-release: SuperLearner_2.0-40.zip , r-oldrel: SuperLearner_2.0-40.zip
SuperLearner_2.0-40.zipSuperLearner_2.0-40.zipSuperLearner_2.0-40.zip
MacOS Binaries
r-release (arm64): SuperLearner_2.0-40.tgz , r-oldrel (arm64): SuperLearner_2.0-40.tgz , r-release (x86_64): SuperLearner_2.0-40.tgz , r-oldrel (x86_64): SuperLearner_2.0-40.tgz
SuperLearner_2.0-40.tgzSuperLearner_2.0-40.tgzSuperLearner_2.0-40.tgzSuperLearner_2.0-40.tgz
Old Sources
SuperLearner archive
SuperLearner archive
Reverse Depends
bartXViz , ctmle , polle , subsemble , survML , tmle , tradeoffaucdim
bartXVizctmlepollesubsemblesurvMLtmletradeoffaucdim
Reverse Imports
AIPW , amp , CausalGPS , CausalMetaR , CICI , CIMTx , CRE , crossurr , DeepLearningCausal , drpop , drtmle , evalITR , flevr , flexCausal , lmtp , PLUCR , PND.heter.cluster , PSor , PSweight , Ricrt , RISCA , RobinCar , tehtuner , tidyhte , vaccine , vimp
AIPWampCausalGPSCausalMetaRCICICIMTxCREcrossurrDeepLearningCausaldrpopdrtmleevalITRflevrflexCausallmtpPLUCRPND.heter.clusterPSorPSweightRicrt
Reverse Suggests
biotmle , CanonicalFamilyExtra , causaldef , gKRLS , hal9001 , ltmle , lvimp , medflex , MRTAnalysis , nestedcv , riskRegression , targeted , vglmer , WeightIt
biotmleCanonicalFamilyExtracausaldefgKRLShal9001ltmlelvimpmedflexMRTAnalysisnestedcvriskRegressiontargetedvglmerWeightIt
Page sections 4
Documentation
Heading
Documentation
Links
[{"label":"SuperLearner.html","section":"","type":"","url":"https://cran.r-project.org/web/packages/SuperLearner/refman/SuperLearner.html"},{"label":"SuperLearner.pdf","section":"","type":"","url":"https://cran.r-project.org/web/packages/SuperLearner/SuperLearner.pdf"},{"label":"Guide to SuperLearner","section":"","type":"","url":"https://cran.r-project.org/web/packages/SuperLearner/vignettes/Guide-to-SuperLearner.html"},{"label":"source","section":"","type":"","url":"https://cran.r-project.org/web/packages/SuperLearner/vignettes/Guide-to-SuperLearner.Rmd"},{"label":"R code","section":"","type":"","url":"https://cran.r-project.org/web/packages/SuperLearner/vignettes/Guide-to-SuperLearner.R"}]
Text
Reference manual: SuperLearner.html , SuperLearner.pdf Vignettes: Guide to SuperLearner ( source , R code )
Downloads
Heading
Downloads
Links
[{"label":"SuperLearner_2.0-40.tar.gz","section":"","type":"","url":"https://cran.r-project.org/src/contrib/SuperLearner_2.0-40.tar.gz"},{"label":"SuperLearner_2.0-40.zip","section":"","type":"","url":"https://cran.r-project.org/bin/windows/contrib/4.7/SuperLearner_2.0-40.zip"},{"label":"SuperLearner_2.0-40.zip","section":"","type":"","url":"https://cran.r-project.org/bin/windows/contrib/4.6/SuperLearner_2.0-40.zip"},{"label":"SuperLearner_2.0-40.zip","section":"","type":"","url":"https://cran.r-project.org/bin/windows/contrib/4.5/SuperLearner_2.0-40.zip"},{"label":"SuperLearner_2.0-40.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/sonoma-arm64/contrib/4.6/SuperLearner_2.0-40.tgz"},{"label":"SuperLearner_2.0-40.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/big-sur-arm64/contrib/4.5/SuperLearner_2.0-40.tgz"},{"label":"SuperLearner_2.0-40.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/big-sur-x86_64/contrib/4.6/SuperLearner_2.0-40.tgz"},{"label":"SuperLearner_2.0-40.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/big-sur-x86_64/contrib/4.5/SuperLearner_2.0-40.tgz"},{"label":"SuperLearner archive","section":"","type":"","url":"https://CRAN.R-project.org/src/contrib/Archive/SuperLearner"}]
Text
Package source: SuperLearner_2.0-40.tar.gz Windows binaries: r-devel: SuperLearner_2.0-40.zip , r-release: SuperLearner_2.0-40.zip , r-oldrel: SuperLearner_2.0-40.zip macOS binaries: r-release (arm64): SuperLearner_2.0-40.tgz , r-oldrel (arm64): SuperLearner_2.0-40.tgz , r-release (x86_64): SuperLearner_2.0-40.tgz , r-oldrel (x86_64): SuperLearner_2.0-40.tgz Old sources: SuperLearner archive
Reverse dependencies
Heading
Reverse dependencies
Links
[{"label":"bartXViz","section":"","type":"","url":"https://cran.r-project.org/web/packages/bartXViz/index.html"},{"label":"ctmle","section":"","type":"","url":"https://cran.r-project.org/web/packages/ctmle/index.html"},{"label":"polle","section":"","type":"","url":"https://cran.r-project.org/web/packages/polle/index.html"},{"label":"subsemble","section":"","type":"","url":"https://cran.r-project.org/web/packages/subsemble/index.html"},{"label":"survML","section":"","type":"","url":"https://cran.r-project.org/web/packages/survML/index.html"},{"label":"tmle","section":"","type":"","url":"https://cran.r-project.org/web/packages/tmle/index.html"},{"label":"tradeoffaucdim","section":"","type":"","url":"https://cran.r-project.org/web/packages/tradeoffaucdim/index.html"},{"label":"AIPW","section":"","type":"","url":"https://cran.r-project.org/web/packages/AIPW/index.html"},{"label":"amp","section":"","type":"","url":"https://cran.r-project.org/web/packages/amp/index.html"},{"label":"CausalGPS","section":"","type":"","url":"https://cran.r-project.org/web/packages/CausalGPS/index.html"},{"label":"CausalMetaR","section":"","type":"","url":"https://cran.r-project.org/web/packages/CausalMetaR/index.html"},{"label":"CICI","section":"","type":"","url":"https://cran.r-project.org/web/packages/CICI/index.html"},{"label":"CIMTx","section":"","type":"","url":"https://cran.r-project.org/web/packages/CIMTx/index.html"},{"label":"CRE","section":"","type":"","url":"https://cran.r-project.org/web/packages/CRE/index.html"},{"label":"crossurr","section":"","type":"","url":"https://cran.r-project.org/web/packages/crossurr/index.html"},{"label":"DeepLearningCausal","section":"","type":"","url":"https://cran.r-project.org/web/packages/DeepLearningCausal/index.html"},{"label":"drpop","section":"","type":"","url":"https://cran.r-project.org/web/packages/drpop/index.html"},{"label":"drtmle","section":"","type":"","url":"https://cran.r-project.org/web/packages/drtmle/index.html"},{"label":"evalITR","section":"","type":"","url":"https://cran.r-project.org/web/packages/evalITR/index.html"},{"label":"flevr","section":"","type":"","url":"https://cran.r-project.org/web/packages/flevr/index.html"}]
Text
Reverse depends: bartXViz , ctmle , polle , subsemble , survML , tmle , tradeoffaucdim Reverse imports: AIPW , amp , CausalGPS , CausalMetaR , CICI , CIMTx , CRE , crossurr , DeepLearningCausal , drpop , drtmle , evalITR , flevr , flexCausal , lmtp , PLUCR , PND.heter.cluster , PSor , PSweight , Ricrt , RISCA , RobinCar , tehtuner , tidyhte , vaccine , vimp Reverse suggests: biotmle , CanonicalFamilyExtra , causaldef , gKRLS , hal9001 , ltmle , lvimp , medflex , MRTAnalysis , nestedcv , riskRegression , targeted , vglmer , WeightIt
Linking
Heading
Linking
Links
[{"label":"https://CRAN.R-project.org/package=SuperLearner","section":"","type":"","url":"https://CRAN.R-project.org/package=SuperLearner"}]
Text
Please use the canonical form https://CRAN.R-project.org/package=SuperLearner to link to this page.
Materials 2
NEWSChangeLog
Documentation 5
SuperLearner.htmlSuperLearner.pdfGuide to SuperLearnersourceR code
Vignettes 3
Guide to SuperLearnersourceR code
Downloads 9
SuperLearner_2.0-40.tar.gzSuperLearner_2.0-40.zipSuperLearner_2.0-40.zipSuperLearner_2.0-40.zipSuperLearner_2.0-40.tgzSuperLearner_2.0-40.tgzSuperLearner_2.0-40.tgzSuperLearner_2.0-40.tgzSuperLearner archive
All page links 94
nnlsgamcvAUCmethodsarmbartMachinebiglassobigmemorycaretclassdevtoolse1071earthgbmgenefilterggplot2glmnetipredKernelKnnkernlabknitrlatticeLogicRegMASS10.32614/CRAN.package.SuperLearnerGPL-3https://github.com/ecpolley/SuperLearnerNEWSChangeLogBayesianMachineLearningSuperLearner resultsSuperLearner.htmlSuperLearner.pdfGuide to SuperLearnersourceR codeSuperLearner_2.0-40.tar.gzSuperLearner_2.0-40.zipSuperLearner_2.0-40.zipSuperLearner_2.0-40.zipSuperLearner_2.0-40.tgzSuperLearner_2.0-40.tgzSuperLearner_2.0-40.tgzSuperLearner_2.0-40.tgzSuperLearner archivebartXVizctmlepollesubsemblesurvMLtmletradeoffaucdimAIPWampCausalGPSCausalMetaRCICICIMTxCREcrossurrDeepLearningCausaldrpopdrtmleevalITRflevrflexCausallmtpPLUCRPND.heter.clusterPSorPSweightRicrtbiotmleCanonicalFamilyExtracausaldefgKRLShal9001ltmlelvimpmedflexMRTAnalysisnestedcvriskRegressiontargetedvglmerWeightItRISCARobinCartehtunertidyhtevaccinevimphttps://CRAN.R-project.org/package=SuperLearner

버전 이력

RepositoryVersionPublishedFirst seenLast seenDocs
CRAN2.0-402026-05-292026-05-30

보안

표시할 OSV 데이터가 없습니다.

문헌 신호

표시할 OpenAlex 데이터가 없습니다.

CRAN Task Views

Bayesian Inference · 2026-05-30Machine Learning & Statistical Learning · 2026-05-30