Core Utilities for Single-Cell RNA-Seq

Core utilities for single-cell RNA-seq data analysis. Contained within are utility functions for working with differential expression (DE) matrices and count matrices, a collection of functions for manipulating and plotting data via 'ggplot2', and functions to work with cell graphs and cell embeddings. Graph-based methods include embedding kNN cell graphs into a UMAP , collapsing vertices of each cluster in the graph, and propagating graph labels.


CRAN status CRAN downloads

sccore

Core utilities for single-cell RNA-seq data analysis. Contained within are utility functions for working with differential expression (DE) matrices and count matrices, a collection of functions for manipulating and plotting data via 'ggplot2', and functions to work with cell graphs and cell embeddings. Graph-based methods include embedding kNN cell graphs into a UMAP, collapsing vertices of each cluster in the graph, and propagating graph labels.

Installation

To install the stable version from CRAN, use:

install.packages('sccore')

To install the latest version, use:

install.packages('devtools')
devtools::install_github('kharchenkolab/sccore')

Citation

If you find sccore useful for your publication, please cite:

Viktor Petukhov, Rasmus Rydbirk, Peter Kharchenko and Evan Biederstedt
(2021). sccore: Core Utilities for Single-Cell RNA-Seq. R package
version 1.0.7. https://github.com/kharchenkolab/sccore

Reference manual

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install.packages("sccore")

1.0.7 by Evan Biederstedt, 7 months ago


https://github.com/kharchenkolab/sccore


Report a bug at https://github.com/kharchenkolab/sccore/issues


Browse source code at https://github.com/cran/sccore


Authors: Viktor Petukhov [aut] , Rasmus Rydbirk [aut] , Peter Kharchenko [aut] , Evan Biederstedt [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports dplyr, ggplot2, ggrepel, graphics, grDevices, igraph, irlba, magrittr, Matrix, methods, parallel, pbmcapply, pROC, Rcpp, rlang, scales, stats, tibble, utils, uwot, withr

Suggests ggrastr, jsonlite, philentropy, rmumps, Seurat, testthat

Linking to Rcpp, RcppArmadillo, RcppProgress, RcppEigen


Imported by CRMetrics, conos, leidenAlg, pagoda2.


See at CRAN