fastTopics

R 패키지 메타데이터와 수집 신호를 모아 봅니다.

Packages / CRAN / fastTopics

fastTopics

v0.7-38

fastTopics

Repository CRANLicense BSD_2_clause + file LICENSELifecycle activeNeeds compilation yes

Package page Reference Source DOI README

DOI

10.32614/CRAN.package.fastTopics

Install

설치 방법을 선택하고 바로 복사합니다.

패키지 설치

install.packages("fastTopics")

Version

0.7-38

R (>= 3.3.0)

License

BSD_2_clause + file LICENSE

Last observed

2026-05-30

Sources

Core Signals

첫 화면에서 판단해야 할 수집 신호를 먼저 배치합니다.

표시할 핵심 신호가 없습니다.

Supported Backends

DESCRIPTION에서 감지한 backend 관련 package입니다.

backend package 신호가 없습니다.

Quick Facts

기본 메타데이터를 작은 카드와 토큰으로 압축합니다.

profile

Repository

CRAN

Version

0.7-38

License

BSD_2_clause + file LICENSE

Lifecycle

active

Needs compilation

yes

Last observed

2026-05-30

CRAN: cran.r-project.org/package=fastTopics

Build fields

LinkingTo

RcppRcppParallelRcppArmadillo

수집 소스별 패키지 정보

1개 소스

CRAN

0.7-38

2026-05-30

License

BSD_2_clause + file LICENSE

Depends

R (>= 3.3.0)

Imports

graphics, utils, methods, stats, Matrix, gtools, quadprog, irlba, dplyr, Rtsne, uwot, ashr, Rcpp (>= 1.0.12), RcppParallel (>= 5.1.7), RhpcBLASctl, parallel, progress, pbapply, rlang, ggplot2 (>= 3.3.0), ggrepel (>= 0.9.0), cowplot, plotly, reshape2, htmlwidgets

Suggests

testthat, knitr, rmarkdown

LinkingTo

Rcpp, RcppParallel, RcppArmadillo

Needs compilation

yes

Lifecycle

active

Last observed

2026-05-30 10:45:11

이 패키지가 의존하는 패키지

5개 표시전체 31개

Package	Type	Spec
ashr CRAN · 0.7-38 · 2026-05-30	Imports	ashr
cowplot CRAN · 0.7-38 · 2026-05-30	Imports	cowplot
dplyr CRAN · 0.7-38 · 2026-05-30	Imports	dplyr
ggplot2 CRAN · 0.7-38 · 2026-05-30	Imports	ggplot2 (>= 3.3.0)
ggrepel CRAN · 0.7-38 · 2026-05-30	Imports	ggrepel (>= 0.9.0)
graphics CRAN · 0.7-38 · 2026-05-30	Imports	graphics
gtools CRAN · 0.7-38 · 2026-05-30	Imports	gtools
htmlwidgets CRAN · 0.7-38 · 2026-05-30	Imports	htmlwidgets
irlba CRAN · 0.7-38 · 2026-05-30	Imports	irlba
Matrix CRAN · 0.7-38 · 2026-05-30	Imports	Matrix
methods CRAN · 0.7-38 · 2026-05-30	Imports	methods
parallel CRAN · 0.7-38 · 2026-05-30	Imports	parallel
pbapply CRAN · 0.7-38 · 2026-05-30	Imports	pbapply
plotly CRAN · 0.7-38 · 2026-05-30	Imports	plotly
progress CRAN · 0.7-38 · 2026-05-30	Imports	progress
quadprog CRAN · 0.7-38 · 2026-05-30	Imports	quadprog
Rcpp CRAN · 0.7-38 · 2026-05-30	Imports	Rcpp (>= 1.0.12)
RcppParallel CRAN · 0.7-38 · 2026-05-30	Imports	RcppParallel (>= 5.1.7)
reshape2 CRAN · 0.7-38 · 2026-05-30	Imports	reshape2
RhpcBLASctl CRAN · 0.7-38 · 2026-05-30	Imports	RhpcBLASctl
rlang CRAN · 0.7-38 · 2026-05-30	Imports	rlang
Rtsne CRAN · 0.7-38 · 2026-05-30	Imports	Rtsne
stats CRAN · 0.7-38 · 2026-05-30	Imports	stats
utils CRAN · 0.7-38 · 2026-05-30	Imports	utils
uwot CRAN · 0.7-38 · 2026-05-30	Imports	uwot
Rcpp CRAN · 0.7-38 · 2026-05-30	LinkingTo	Rcpp
RcppArmadillo CRAN · 0.7-38 · 2026-05-30	LinkingTo	RcppArmadillo
RcppParallel CRAN · 0.7-38 · 2026-05-30	LinkingTo	RcppParallel
knitr CRAN · 0.7-38 · 2026-05-30	Suggests	knitr
rmarkdown CRAN · 0.7-38 · 2026-05-30	Suggests	rmarkdown
testthat CRAN · 0.7-38 · 2026-05-30	Suggests	testthat
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패키지 페이지

All links

Repository: CRAN
Version: 0.7-38
Collected: 2026-05-24 11:27:51
Package page: https://cran.r-project.org/web/packages/fastTopics/index.html
DOI: 10.32614/CRAN.package.fastTopics
Citation: https://cran.r-project.org/web/packages/fastTopics/citation.html
CRAN checks: https://cran.r-project.org/web/checks/check_results_fastTopics.html
README: https://cran.r-project.org/web/packages/fastTopics/readme/README.html
Reference HTML: https://cran.r-project.org/web/packages/fastTopics/refman/fastTopics.html
Reference PDF: https://cran.r-project.org/web/packages/fastTopics/fastTopics.pdf
Source package: https://cran.r-project.org/src/contrib/fastTopics_0.7-38.tar.gz
Archive: https://CRAN.R-project.org/src/contrib/Archive/fastTopics

Page fields

Author: Peter Carbonetto [aut, cre], Kevin Luo [aut], Kushal Dey [aut], Joyce Hsiao [ctb], Abhishek Sarkar [ctb], Anthony Hung [ctb], Xihui Lin [ctb], Paul C. Boutros [ctb], Minzhe Wang [ctb], Tracy Ke [ctb], Eric Weine [ctb], Matthew Stephens [aut]
BugReports: https://github.com/stephenslab/fastTopics/issues
CRAN Checks: fastTopics results
Citation: fastTopics citation info
Copyright: inst/COPYRIGHTS fastTopics copyright details
DOI: 10.32614/CRAN.package.fastTopics
License: BSD_2_clause + file LICENSE
LinkingTo: Rcpp , RcppParallel , RcppArmadillo
Maintainer: Peter Carbonetto <peter.carbonetto at gmail.com>
Materials: README
NeedsCompilation: yes
Old Sources: fastTopics archive
Package Source: fastTopics_0.7-38.tar.gz
Published: 2026-02-14
Reference Manual: fastTopics.html , fastTopics.pdf
SystemRequirements: GNU make
URL: https://stephenslab.github.io/fastTopics/ , https://github.com/stephenslab/fastTopics
Version: 0.7-38
Vignettes: Relationship between NMF and topic modeling ( source , R code ) Analysis of single-cell RNA-seq data using a topic model, Part 1: basic concepts ( source , R code ) Topic modeling vs. clustering ( source , R code )
Windows Binaries: r-devel: fastTopics_0.7-38.zip , r-release: fastTopics_0.7-38.zip , r-oldrel: fastTopics_0.7-38.zip
MacOS Binaries: r-release (arm64): fastTopics_0.7-38.tgz , r-oldrel (arm64): fastTopics_0.7-38.tgz , r-release (x86_64): fastTopics_0.7-38.tgz , r-oldrel (x86_64): fastTopics_0.7-38.tgz

Version

0.7-38

LinkingTo

Rcpp , RcppParallel , RcppArmadillo

Rcpp RcppParallel RcppArmadillo

Published

2026-02-14

DOI

10.32614/CRAN.package.fastTopics

Author

Peter Carbonetto [aut, cre], Kevin Luo [aut], Kushal Dey [aut], Joyce Hsiao [ctb], Abhishek Sarkar [ctb], Anthony Hung [ctb], Xihui Lin [ctb], Paul C. Boutros [ctb], Minzhe Wang [ctb], Tracy Ke [ctb], Eric Weine [ctb], Matthew Stephens [aut]

Maintainer

Peter Carbonetto <peter.carbonetto at gmail.com>

BugReports

https://github.com/stephenslab/fastTopics/issues

License

BSD_2_clause + file LICENSE

BSD_2_clause LICENSE

inst/COPYRIGHTS fastTopics copyright details

fastTopics copyright details

URL

https://stephenslab.github.io/fastTopics/ , https://github.com/stephenslab/fastTopics

https://stephenslab.github.io/fastTopics/https://github.com/stephenslab/fastTopics

NeedsCompilation

yes

SystemRequirements

GNU make

Citation

fastTopics citation info

Materials

README

CRAN Checks

fastTopics results

Reference Manual

fastTopics.html , fastTopics.pdf

fastTopics.html fastTopics.pdf

Vignettes

Relationship between NMF and topic modeling ( source , R code ) Analysis of single-cell RNA-seq data using a topic model, Part 1: basic concepts ( source , R code ) Topic modeling vs. clustering ( source , R code )

Relationship between NMF and topic modeling source R code Analysis of single-cell RNA-seq data using a topic model, Part 1: basic concepts source R code Topic modeling vs. clustering source R code

Package Source

fastTopics_0.7-38.tar.gz

Windows Binaries

r-devel: fastTopics_0.7-38.zip , r-release: fastTopics_0.7-38.zip , r-oldrel: fastTopics_0.7-38.zip

fastTopics_0.7-38.zip fastTopics_0.7-38.zip fastTopics_0.7-38.zip

MacOS Binaries

r-release (arm64): fastTopics_0.7-38.tgz , r-oldrel (arm64): fastTopics_0.7-38.tgz , r-release (x86_64): fastTopics_0.7-38.tgz , r-oldrel (x86_64): fastTopics_0.7-38.tgz

fastTopics_0.7-38.tgz fastTopics_0.7-38.tgz fastTopics_0.7-38.tgz fastTopics_0.7-38.tgz

Old Sources

fastTopics archive

Page sections 3

Documentation

Heading

Documentation

Links

[{"label":"fastTopics.html","section":"","type":"","url":"https://cran.r-project.org/web/packages/fastTopics/refman/fastTopics.html"},{"label":"fastTopics.pdf","section":"","type":"","url":"https://cran.r-project.org/web/packages/fastTopics/fastTopics.pdf"},{"label":"Relationship between NMF and topic modeling","section":"","type":"","url":"https://cran.r-project.org/web/packages/fastTopics/vignettes/relationship.html"},{"label":"source","section":"","type":"","url":"https://cran.r-project.org/web/packages/fastTopics/vignettes/relationship.Rmd"},{"label":"R code","section":"","type":"","url":"https://cran.r-project.org/web/packages/fastTopics/vignettes/relationship.R"},{"label":"Analysis of single-cell RNA-seq data using a topic model, Part 1: basic concepts","section":"","type":"","url":"https://cran.r-project.org/web/packages/fastTopics/vignettes/single_cell_rnaseq_basic.html"},{"label":"source","section":"","type":"","url":"https://cran.r-project.org/web/packages/fastTopics/vignettes/single_cell_rnaseq_basic.Rmd"},{"label":"R code","section":"","type":"","url":"https://cran.r-project.org/web/packages/fastTopics/vignettes/single_cell_rnaseq_basic.R"},{"label":"Topic modeling vs. clustering","section":"","type":"","url":"https://cran.r-project.org/web/packages/fastTopics/vignettes/topics_vs_clusters.html"},{"label":"source","section":"","type":"","url":"https://cran.r-project.org/web/packages/fastTopics/vignettes/topics_vs_clusters.Rmd"},{"label":"R code","section":"","type":"","url":"https://cran.r-project.org/web/packages/fastTopics/vignettes/topics_vs_clusters.R"}]

Text

Reference manual: fastTopics.html , fastTopics.pdf Vignettes: Relationship between NMF and topic modeling ( source , R code ) Analysis of single-cell RNA-seq data using a topic model, Part 1: basic concepts ( source , R code ) Topic modeling vs. clustering ( source , R code )

Downloads

Heading

Downloads

Links

[{"label":"fastTopics_0.7-38.tar.gz","section":"","type":"","url":"https://cran.r-project.org/src/contrib/fastTopics_0.7-38.tar.gz"},{"label":"fastTopics_0.7-38.zip","section":"","type":"","url":"https://cran.r-project.org/bin/windows/contrib/4.7/fastTopics_0.7-38.zip"},{"label":"fastTopics_0.7-38.zip","section":"","type":"","url":"https://cran.r-project.org/bin/windows/contrib/4.6/fastTopics_0.7-38.zip"},{"label":"fastTopics_0.7-38.zip","section":"","type":"","url":"https://cran.r-project.org/bin/windows/contrib/4.5/fastTopics_0.7-38.zip"},{"label":"fastTopics_0.7-38.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/sonoma-arm64/contrib/4.6/fastTopics_0.7-38.tgz"},{"label":"fastTopics_0.7-38.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/big-sur-arm64/contrib/4.5/fastTopics_0.7-38.tgz"},{"label":"fastTopics_0.7-38.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/big-sur-x86_64/contrib/4.6/fastTopics_0.7-38.tgz"},{"label":"fastTopics_0.7-38.tgz","section":"","type":"","url":"https://cran.r-project.org/bin/macosx/big-sur-x86_64/contrib/4.5/fastTopics_0.7-38.tgz"},{"label":"fastTopics archive","section":"","type":"","url":"https://CRAN.R-project.org/src/contrib/Archive/fastTopics"}]

Text

Package source: fastTopics_0.7-38.tar.gz Windows binaries: r-devel: fastTopics_0.7-38.zip , r-release: fastTopics_0.7-38.zip , r-oldrel: fastTopics_0.7-38.zip macOS binaries: r-release (arm64): fastTopics_0.7-38.tgz , r-oldrel (arm64): fastTopics_0.7-38.tgz , r-release (x86_64): fastTopics_0.7-38.tgz , r-oldrel (x86_64): fastTopics_0.7-38.tgz Old sources: fastTopics archive

Linking

Heading

Linking

Links

[{"label":"https://CRAN.R-project.org/package=fastTopics","section":"","type":"","url":"https://CRAN.R-project.org/package=fastTopics"}]

Text

Please use the canonical form https://CRAN.R-project.org/package=fastTopics to link to this page.

Materials 1

README

Documentation 11

fastTopics.html fastTopics.pdf Relationship between NMF and topic modeling source R code Analysis of single-cell RNA-seq data using a topic model, Part 1: basic concepts source R code Topic modeling vs. clustering source R code

Vignettes 9

Relationship between NMF and topic modeling source R code Analysis of single-cell RNA-seq data using a topic model, Part 1: basic concepts source R code Topic modeling vs. clustering source R code

Downloads 9

fastTopics_0.7-38.tar.gz fastTopics_0.7-38.zip fastTopics_0.7-38.zip fastTopics_0.7-38.zip fastTopics_0.7-38.tgz fastTopics_0.7-38.tgz fastTopics_0.7-38.tgz fastTopics_0.7-38.tgz fastTopics archive

All page links 55

graphics utils methods stats Matrix gtools quadprog irlba dplyr Rtsne uwot ashr Rcpp RcppParallel RhpcBLASctl parallel progress pbapply rlang ggplot2 RcppArmadillo testthat knitr rmarkdown 10.32614/CRAN.package.fastTopics https://github.com/stephenslab/fastTopics/issues BSD_2_clause LICENSE fastTopics copyright details https://stephenslab.github.io/fastTopics/https://github.com/stephenslab/fastTopics fastTopics citation info README fastTopics results fastTopics.html fastTopics.pdf Relationship between NMF and topic modeling source R code Analysis of single-cell RNA-seq data using a topic model, Part 1: basic concepts source R code Topic modeling vs. clustering source R code fastTopics_0.7-38.tar.gz fastTopics_0.7-38.zip fastTopics_0.7-38.zip fastTopics_0.7-38.zip fastTopics_0.7-38.tgz fastTopics_0.7-38.tgz fastTopics_0.7-38.tgz fastTopics_0.7-38.tgz fastTopics archive https://CRAN.R-project.org/package=fastTopics

버전 이력

Repository	Version	Published	First seen	Last seen	Docs
CRAN	0.7-38		2026-05-29	2026-05-30

보안

표시할 OSV 데이터가 없습니다.

문헌 신호

표시할 OpenAlex 데이터가 없습니다.