clustifyr

DOI: 10.18129/B9.bioc.clustifyr    

Classifier for Single-cell RNA-seq Using Cell Clusters

Bioconductor version: Release (3.11)

Package designed to aid in classifying cells from single-cell RNA sequencing data using external reference data (e.g., bulk RNA-seq, scRNA-seq, microarray, gene lists). A variety of correlation based methods and gene list enrichment methods are provided to assist cell type assignment.

Author: Rui Fu [aut, cre], Kent Riemondy [aut], RNA Bioscience Initiative [fnd], Austin Gillen [ctb], Chengzhe Tian [ctb], Jay Hesselberth [ctb], Yue Hao [ctb], Michelle Daya [ctb]

Maintainer: Rui Fu <raysinensis at gmail.com>

Installation

To install this package, start R (version "4.0") and enter:

if (!requireNamespace("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("clustifyr")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("clustifyr")

 

HTML	R Script	Introduction to clustifyr
PDF		Reference Manual
Text		NEWS
Text		LICENSE

Details

biocViews	Annotation, Microarray, Sequencing, SingleCell, Software
Version	1.0.0
In Bioconductor since	BioC 3.11 (R-4.0) (0.5 years)
License	MIT + file LICENSE
Depends	R (>= 3.6)
Imports	cowplot, dplyr, entropy, fgsea, ggplot2, Matrix, readr, rlang, scales, stringr, tibble, tidyr, stats, methods, SingleCellExperiment, SummarizedExperiment, matrixStats, S4Vectors
LinkingTo
Suggests	ComplexHeatmap, covr, knitr, rmarkdown, testthat, ggrepel, BiocStyle
SystemRequirements
Enhances
URL	http://github.com/rnabioco/clustifyr#readme https://rnabioco.github.io/clustifyr/
BugReports	https://github.com/rnabioco/clustifyr/issues
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package	clustifyr_1.0.0.tar.gz
Windows Binary	clustifyr_1.0.0.zip
macOS 10.13 (High Sierra)	clustifyr_1.0.0.tgz
Source Repository	git clone https://git.bioconductor.org/packages/clustifyr
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/clustifyr
Package Short Url	https://bioconductor.org/packages/clustifyr/
Package Downloads Report	Download Stats
Old Source Packages for BioC 3.11	Source Archive