DuoClustering2018

DOI: 10.18129/B9.bioc.DuoClustering2018    

Data, Clustering Results and Visualization Functions From Duò et al (2018)

Bioconductor version: Release (3.15)

Preprocessed experimental and simulated scRNA-seq data sets used for evaluation of clustering methods for scRNA-seq data in Duò et al (2018). Also contains results from applying several clustering methods to each of the data sets, and functions for plotting method performance.

Author: Angelo Duò, Charlotte Soneson

Maintainer: Angelo Duò <angelo.duo at icloud.com>

Citation (from within R, enter citation("DuoClustering2018")):

Installation

To install this package, start R (version "4.2") and enter:

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

BiocManager::install("DuoClustering2018")

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("DuoClustering2018")

 

HTML R Script Apply clustering method
HTML R Script Plot performance summaries
HTML R Script Visualize data sets and clustering results with iSEE
PDF   Reference Manual
Text   NEWS

Details

biocViews ExperimentData, SingleCellData
Version 1.14.0
License GPL (>=2)
Depends
Imports ExperimentHub, utils, magrittr, dplyr, tidyr, mclust, ggplot2, purrr, reshape2, viridis, ggthemes, stats, methods
LinkingTo
Suggests knitr, rmarkdown, BiocStyle, iSEE, scater, SingleCellExperiment, SummarizedExperiment, plyr
SystemRequirements
Enhances
URL
Depends On Me
Imports Me
Suggests Me corral, scry
Links To Me
Build Report  

Package Archives

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

Source Package DuoClustering2018_1.14.0.tar.gz
Windows Binary
macOS Binary (x86_64)
Source Repository git clone https://git.bioconductor.org/packages/DuoClustering2018
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/DuoClustering2018
Package Short Url https://bioconductor.org/packages/DuoClustering2018/
Package Downloads Report Download Stats

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