harmony

R 패키지 메타데이터와 수집 신호를 모아 봅니다.

Packages / CRAN / harmony

harmony

v2.0.3
harmony
Repository CRANLicense GPL-3Lifecycle activeNeeds compilation yes
Package pageReferenceSourceDOINEWS
DOI
10.32614/CRAN.package.harmony
Reverse imports
237

Core Signals

첫 화면에서 판단해야 할 수집 신호를 먼저 배치합니다.

1
Reverse imports
237

Supported Backends

DESCRIPTION에서 감지한 backend 관련 package입니다.

1
D
data.table
Suggests

Quick Facts

기본 메타데이터를 작은 카드와 토큰으로 압축합니다.

profile
Repository
CRAN
Version
2.0.3
License
GPL-3
Lifecycle
active
Needs compilation
yes
Reverse imports
237
Last observed
2026-05-30
CRAN
cran.r-project.org/package=harmony

Build fields

LinkingTo
3
RcppRcppArmadilloRcppProgress

수집 소스별 패키지 정보

1개 소스
CRAN
2.0.3
2026-05-30
License
GPL-3
Depends
R(>= 4.2.0), Rcpp
Imports
dplyr, cowplot, ggplot2, Matrix, methods, tibble, rlang, RhpcBLASctl, cli
Suggests
SingleCellExperiment, Seurat (>= 4.1.1), testthat, knitr, rmarkdown, ggthemes, ggrepel, patchwork, tidyverse, tidyr, data.table
LinkingTo
Rcpp, RcppArmadillo, RcppProgress
Needs compilation
yes
Reverse imports
237
Lifecycle
active
Last observed
2026-05-30 10:45:11

이 패키지가 의존하는 패키지

5개 표시전체 24개
PackageTypeSpec
Rcpp
CRAN · 2.0.3 · 2026-05-30
DependsRcpp
cli
CRAN · 2.0.3 · 2026-05-30
Importscli
cowplot
CRAN · 2.0.3 · 2026-05-30
Importscowplot
dplyr
CRAN · 2.0.3 · 2026-05-30
Importsdplyr
ggplot2
CRAN · 2.0.3 · 2026-05-30
Importsggplot2
1 / 5

이 패키지를 쓰는 패키지

5개 표시전체 7개
PackageTypeSpec
PRECAST
1.8
CRAN · 2026-05-30
Importsharmony
ProFAST
1.8
CRAN · 2026-05-30
Importsharmony
RaceID
0.4.0
CRAN · 2026-05-30
Importsharmony
scAnnotate
0.3
CRAN · 2026-05-30
Importsharmony
SCdeconR
1.0.2
CRAN · 2026-05-30
Importsharmony
1 / 2

Reverse dependency summary

2 types
TypePackages
Imports6
Suggests1

패키지 페이지

Reverse imports
18
Reverse suggests
10
All links
71
Repository
CRAN
Version
2.0.3
Collected
2026-05-26 03:08:39
Package page
https://cran.r-project.org/web/packages/harmony/index.html
DOI
10.32614/CRAN.package.harmony
CRAN checks
https://cran.r-project.org/web/checks/check_results_harmony.html
NEWS
https://cran.r-project.org/web/packages/harmony/NEWS
Reference HTML
https://cran.r-project.org/web/packages/harmony/refman/harmony.html
Reference PDF
https://cran.r-project.org/web/packages/harmony/harmony.pdf
Source package
https://cran.r-project.org/src/contrib/harmony_2.0.3.tar.gz
Archive
https://CRAN.R-project.org/src/contrib/Archive/harmony
Page fields
Author
Nikolaos Patikas [aut, ctb], Hongcheng Yao [aut, ctb], Ilya Korsunsky [cre, aut], Martin Hemberg [aut], Nghia Millard [aut], Jean Fan [aut, ctb], Kamil Slowikowski [aut, ctb], Miles Smith [ctb], Soumya Raychaudhuri [aut]
CRAN Checks
harmony results [issues need fixing before 2026-05-28]
DOI
10.32614/CRAN.package.harmony
License
GPL-3
LinkingTo
Rcpp , RcppArmadillo , RcppProgress
Maintainer
Ilya Korsunsky <ilya.korsunsky at gmail.com>
Materials
NEWS
NeedsCompilation
yes
Old Sources
harmony archive
Package Source
harmony_2.0.3.tar.gz
Published
2026-05-13
Reference Manual
harmony.html , harmony.pdf
Reverse Imports
BatChef , clustSIGNAL , lemur , PRECAST , ProFAST , RaceID , scAnnotate , SCdeconR , symphony
Reverse Suggests
Banksy , Seqtometry , Seurat , singleCellTK , SVP
URL
https://github.com/immunogenomics/harmony , https://pati-ni.github.io/harmony/
Version
2.0.3
Vignettes
Using harmony in Seurat ( source , R code ) Detailed Walkthrough of Harmony Algorithm ( source , R code ) Quick start to Harmony ( source , R code )
Windows Binaries
r-devel: harmony_2.0.3.zip , r-release: harmony_2.0.3.zip , r-oldrel: harmony_2.0.3.zip
MacOS Binaries
r-release (arm64): harmony_2.0.3.tgz , r-oldrel (arm64): harmony_2.0.3.tgz , r-release (x86_64): harmony_2.0.3.tgz , r-oldrel (x86_64): harmony_2.0.3.tgz
Version
2.0.3
LinkingTo
Rcpp , RcppArmadillo , RcppProgress
RcppRcppArmadilloRcppProgress
Published
2026-05-13
DOI
10.32614/CRAN.package.harmony
10.32614/CRAN.package.harmony
Author
Nikolaos Patikas [aut, ctb], Hongcheng Yao [aut, ctb], Ilya Korsunsky [cre, aut], Martin Hemberg [aut], Nghia Millard [aut], Jean Fan [aut, ctb], Kamil Slowikowski [aut, ctb], Miles Smith [ctb], Soumya Raychaudhuri [aut]
https://orcid.org/0000-0002-3978-0134https://orcid.org/0000-0002-0743-4835https://orcid.org/0000-0003-4848-3948https://orcid.org/0000-0001-8895-5239https://orcid.org/0000-0002-0518-7674https://orcid.org/0000-0002-0212-5451https://orcid.org/0000-0002-2843-6370https://orcid.org/0000-0002-1901-8265
Maintainer
Ilya Korsunsky <ilya.korsunsky at gmail.com>
License
GPL-3
GPL-3
URL
https://github.com/immunogenomics/harmony , https://pati-ni.github.io/harmony/
https://github.com/immunogenomics/harmonyhttps://pati-ni.github.io/harmony/
NeedsCompilation
yes
Materials
NEWS
NEWS
CRAN Checks
harmony results [issues need fixing before 2026-05-28]
harmony results
Reference Manual
harmony.html , harmony.pdf
harmony.htmlharmony.pdf
Vignettes
Using harmony in Seurat ( source , R code ) Detailed Walkthrough of Harmony Algorithm ( source , R code ) Quick start to Harmony ( source , R code )
Using harmony in SeuratsourceR codeDetailed Walkthrough of Harmony AlgorithmsourceR codeQuick start to HarmonysourceR code
Package Source
harmony_2.0.3.tar.gz
harmony_2.0.3.tar.gz
Windows Binaries
r-devel: harmony_2.0.3.zip , r-release: harmony_2.0.3.zip , r-oldrel: harmony_2.0.3.zip
harmony_2.0.3.zipharmony_2.0.3.zipharmony_2.0.3.zip
MacOS Binaries
r-release (arm64): harmony_2.0.3.tgz , r-oldrel (arm64): harmony_2.0.3.tgz , r-release (x86_64): harmony_2.0.3.tgz , r-oldrel (x86_64): harmony_2.0.3.tgz
harmony_2.0.3.tgzharmony_2.0.3.tgzharmony_2.0.3.tgzharmony_2.0.3.tgz
Old Sources
harmony archive
harmony archive
Reverse Imports
BatChef , clustSIGNAL , lemur , PRECAST , ProFAST , RaceID , scAnnotate , SCdeconR , symphony
BatChefclustSIGNALlemurPRECASTProFASTRaceIDscAnnotateSCdeconRsymphony
Reverse Suggests
Banksy , Seqtometry , Seurat , singleCellTK , SVP
BanksySeqtometrySeuratsingleCellTKSVP
Page sections 4
Documentation
Heading
Documentation
Links
[{"label":"harmony.html","section":"","type":"","url":"https://cran.r-project.org/web/packages/harmony/refman/harmony.html"},{"label":"harmony.pdf","section":"","type":"","url":"https://cran.r-project.org/web/packages/harmony/harmony.pdf"},{"label":"Using harmony in Seurat","section":"","type":"","url":"https://cran.r-project.org/web/packages/harmony/vignettes/Seurat.html"},{"label":"source","section":"","type":"","url":"https://cran.r-project.org/web/packages/harmony/vignettes/Seurat.Rmd"},{"label":"R code","section":"","type":"","url":"https://cran.r-project.org/web/packages/harmony/vignettes/Seurat.R"},{"label":"Detailed Walkthrough of Harmony Algorithm","section":"","type":"","url":"https://cran.r-project.org/web/packages/harmony/vignettes/detailedWalkthrough.html"},{"label":"source","section":"","type":"","url":"https://cran.r-project.org/web/packages/harmony/vignettes/detailedWalkthrough.Rmd"},{"label":"R code","section":"","type":"","url":"https://cran.r-project.org/web/packages/harmony/vignettes/detailedWalkthrough.R"},{"label":"Quick start to Harmony","section":"","type":"","url":"https://cran.r-project.org/web/packages/harmony/vignettes/quickstart.html"},{"label":"source","section":"","type":"","url":"https://cran.r-project.org/web/packages/harmony/vignettes/quickstart.Rmd"},{"label":"R code","section":"","type":"","url":"https://cran.r-project.org/web/packages/harmony/vignettes/quickstart.R"}]
Text
Reference manual: harmony.html , harmony.pdf Vignettes: Using harmony in Seurat ( source , R code ) Detailed Walkthrough of Harmony Algorithm ( source , R code ) Quick start to Harmony ( source , R code )
Downloads
Heading
Downloads
Links
[{"label":"harmony_2.0.3.tar.gz","section":"","type":"","url":"https://cran.r-project.org/src/contrib/harmony_2.0.3.tar.gz"},{"label":"harmony_2.0.3.zip","section":"","type":"","url":"https://cran.r-project.org/bin/windows/contrib/4.7/harmony_2.0.3.zip"},{"label":"harmony_2.0.3.zip","section":"","type":"","url":"https://cran.r-project.org/bin/windows/contrib/4.6/harmony_2.0.3.zip"},{"label":"harmony_2.0.3.zip","section":"","type":"","url":"https://cran.r-project.org/bin/windows/contrib/4.5/harmony_2.0.3.zip"},{"label":"harmony_2.0.3.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/sonoma-arm64/contrib/4.6/harmony_2.0.3.tgz"},{"label":"harmony_2.0.3.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/big-sur-arm64/contrib/4.5/harmony_2.0.3.tgz"},{"label":"harmony_2.0.3.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/big-sur-x86_64/contrib/4.6/harmony_2.0.3.tgz"},{"label":"harmony_2.0.3.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/big-sur-x86_64/contrib/4.5/harmony_2.0.3.tgz"},{"label":"harmony archive","section":"","type":"","url":"https://CRAN.R-project.org/src/contrib/Archive/harmony"}]
Text
Package source: harmony_2.0.3.tar.gz Windows binaries: r-devel: harmony_2.0.3.zip , r-release: harmony_2.0.3.zip , r-oldrel: harmony_2.0.3.zip macOS binaries: r-release (arm64): harmony_2.0.3.tgz , r-oldrel (arm64): harmony_2.0.3.tgz , r-release (x86_64): harmony_2.0.3.tgz , r-oldrel (x86_64): harmony_2.0.3.tgz Old sources: harmony archive
Reverse dependencies
Heading
Reverse dependencies
Links
[{"label":"BatChef","section":"","type":"","url":"https://www.bioconductor.org/packages/release/bioc/html/BatChef.html"},{"label":"clustSIGNAL","section":"","type":"","url":"https://www.bioconductor.org/packages/release/bioc/html/clustSIGNAL.html"},{"label":"lemur","section":"","type":"","url":"https://www.bioconductor.org/packages/release/bioc/html/lemur.html"},{"label":"PRECAST","section":"","type":"","url":"https://cran.r-project.org/web/packages/PRECAST/index.html"},{"label":"ProFAST","section":"","type":"","url":"https://cran.r-project.org/web/packages/ProFAST/index.html"},{"label":"RaceID","section":"","type":"","url":"https://cran.r-project.org/web/packages/RaceID/index.html"},{"label":"scAnnotate","section":"","type":"","url":"https://cran.r-project.org/web/packages/scAnnotate/index.html"},{"label":"SCdeconR","section":"","type":"","url":"https://cran.r-project.org/web/packages/SCdeconR/index.html"},{"label":"symphony","section":"","type":"","url":"https://cran.r-project.org/web/packages/symphony/index.html"},{"label":"Banksy","section":"","type":"","url":"https://www.bioconductor.org/packages/release/bioc/html/Banksy.html"},{"label":"Seqtometry","section":"","type":"","url":"https://www.bioconductor.org/packages/release/bioc/html/Seqtometry.html"},{"label":"Seurat","section":"","type":"","url":"https://cran.r-project.org/web/packages/Seurat/index.html"},{"label":"singleCellTK","section":"","type":"","url":"https://www.bioconductor.org/packages/release/bioc/html/singleCellTK.html"},{"label":"SVP","section":"","type":"","url":"https://www.bioconductor.org/packages/release/bioc/html/SVP.html"}]
Text
Reverse imports: BatChef , clustSIGNAL , lemur , PRECAST , ProFAST , RaceID , scAnnotate , SCdeconR , symphony Reverse suggests: Banksy , Seqtometry , Seurat , singleCellTK , SVP
Linking
Heading
Linking
Links
[{"label":"https://CRAN.R-project.org/package=harmony","section":"","type":"","url":"https://CRAN.R-project.org/package=harmony"}]
Text
Please use the canonical form https://CRAN.R-project.org/package=harmony to link to this page.
Materials 1
NEWS
Documentation 11
harmony.htmlharmony.pdfUsing harmony in SeuratsourceR codeDetailed Walkthrough of Harmony AlgorithmsourceR codeQuick start to HarmonysourceR code
Vignettes 9
Using harmony in SeuratsourceR codeDetailed Walkthrough of Harmony AlgorithmsourceR codeQuick start to HarmonysourceR code
Downloads 9
harmony_2.0.3.tar.gzharmony_2.0.3.zipharmony_2.0.3.zipharmony_2.0.3.zipharmony_2.0.3.tgzharmony_2.0.3.tgzharmony_2.0.3.tgzharmony_2.0.3.tgzharmony archive
All page links 71
Rcppdplyrcowplotggplot2MatrixmethodstibblerlangRhpcBLASctlcliRcppArmadilloRcppProgressSingleCellExperimentSeurattestthatknitrrmarkdownggthemesggrepelpatchworktidyversetidyrdata.table10.32614/CRAN.package.harmonyhttps://orcid.org/0000-0002-3978-0134https://orcid.org/0000-0002-0743-4835https://orcid.org/0000-0003-4848-3948https://orcid.org/0000-0001-8895-5239https://orcid.org/0000-0002-0518-7674https://orcid.org/0000-0002-0212-5451https://orcid.org/0000-0002-2843-6370https://orcid.org/0000-0002-1901-8265GPL-3https://github.com/immunogenomics/harmonyhttps://pati-ni.github.io/harmony/NEWSharmony resultsharmony.htmlharmony.pdfUsing harmony in SeuratsourceR codeDetailed Walkthrough of Harmony AlgorithmsourceR codeQuick start to HarmonysourceR codeharmony_2.0.3.tar.gzharmony_2.0.3.zipharmony_2.0.3.zipharmony_2.0.3.zipharmony_2.0.3.tgzharmony_2.0.3.tgzharmony_2.0.3.tgzharmony_2.0.3.tgzharmony archiveBatChefclustSIGNALlemurPRECASTProFASTRaceIDscAnnotateSCdeconRsymphonyBanksySeqtometrysingleCellTKSVPhttps://CRAN.R-project.org/package=harmony

버전 이력

RepositoryVersionPublishedFirst seenLast seenDocs
CRAN2.0.32026-05-292026-05-30
CRAN2.0.22026-05-132026-05-13

보안

표시할 OSV 데이터가 없습니다.

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표시할 OpenAlex 데이터가 없습니다.