CRAN/E | scPOP

scPOP

Metrics for Benchmarking scRNA-Seq Batch Correction

Installation

About

Evaluate batch effect correction algorithms for scRNA-seq using multiple established methods, including the Adjusted Rand Index, Normalized Mutual Information, Local Inverse Simpson Index, and Silhouette Width. Methods for aggregating and weighing multiple metrics together are also included. For further explanation of methods, see Swamy et al. (2021)doi:10.1101/2021.03.26.437190 .

Key Metrics

Version 0.1.0
R ≥ 2.10
Published 2021-08-04 1004 days ago
Needs compilation? yes
License GPL-3
CRAN checks scPOP results

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Maintainer

Maintainer

Vinay Swamy

swamyvinny@gmail.com

Authors

Vinay Swamy

aut / cre

David McGaughey

aut

Material

README
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 2.10

Imports

Rcpp ≥ 1.0.5
Matrix
RANN
cluster

LinkingTo

Rcpp
RcppArmadillo