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scGPS

This is the development version of scGPS; for the stable release version, see scGPS.

A complete analysis of single cell subpopulations, from identifying subpopulations to analysing their relationship (scGPS = single cell Global Predictions of Subpopulation)


Bioconductor version: Development (3.23)

The package implements two main algorithms to answer two key questions: a SCORE (Stable Clustering at Optimal REsolution) to find subpopulations, followed by scGPS to investigate the relationships between subpopulations.

Author: Quan Nguyen [aut, cre], Michael Thompson [aut], Anne Senabouth [aut]

Maintainer: Quan Nguyen <quan.nguyen at uq.edu.au>

Citation (from within R, enter citation("scGPS")):

Installation

To install this package, start R (version "4.6") and enter:


if (!require("BiocManager", quietly = TRUE))
 install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("scGPS")

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("scGPS")
single cell Global fate Potential of Subpopulations HTML R Script
Reference Manual PDF
NEWS Text

Details

Version 1.25.0
In Bioconductor since BioC 3.10 (R-3.6) (6 years)
License GPL-3
Imports glmnet (> 2.0), caret (>= 6.0), ggplot2 (>= 2.2.1), fastcluster, dplyr, Rcpp, RcppArmadillo, RcppParallel, grDevices, graphics, stats, utils, DESeq2, locfit
System Requirements GNU make
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Package Archives

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

Source Package scGPS_1.25.0.tar.gz
Windows Binary (x86_64) scGPS_1.25.0.zip (64-bit only)
macOS Binary (x86_64)
macOS Binary (arm64)
Source Repository git clone https://git.bioconductor.org/packages/scGPS
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/scGPS
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