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Bioconductor - ClusterFoldSimilarity

ClusterFoldSimilarity

This is the released version of ClusterFoldSimilarity; for the devel version, see ClusterFoldSimilarity.

Calculate similarity of clusters from different single cell samples using foldchanges

Bioconductor version: Release (3.21)

This package calculates a similarity coefficient using the fold changes of shared features (e.g. genes) among clusters of different samples/batches/datasets. The similarity coefficient is calculated using the dot-product (Hadamard product) of every pairwise combination of Fold Changes between a source cluster i of sample/dataset n and all the target clusters j in sample/dataset m

Author: Oscar Gonzalez-Velasco [cre, aut] ORCID: 0000-0002-5054-8635

Maintainer: Oscar Gonzalez-Velasco <oscargvelasco at gmail.com>

Citation (from within R, enter citation("ClusterFoldSimilarity")): Installation

To install this package, start R (version "4.5") and enter:


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

BiocManager::install("ClusterFoldSimilarity")

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("ClusterFoldSimilarity")
Details biocViews Clustering, FeatureExtraction, GeneTarget, GraphAndNetwork, RNASeq, SingleCell, Software Version 1.4.0 In Bioconductor since BioC 3.19 (R-4.4) (1 year) License Artistic-2.0 Depends Imports methods, igraph, ggplot2, scales, BiocParallel, graphics, stats, utils, Matrix, cowplot, dplyr, reshape2, Seurat, SeuratObject, SingleCellExperiment, ggdendro System Requirements URL See More Package Archives

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


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