CRAN/E | DrImpute

DrImpute

Imputing Dropout Events in Single-Cell RNA-Sequencing Data

Installation

About

R codes for imputing dropout events. Many statistical methods in cell type identification, visualization and lineage reconstruction do not account for dropout events ('PCAreduce', 'SC3', 'PCA', 't-SNE', 'Monocle', 'TSCAN', etc). 'DrImpute' can improve the performance of such software by imputing dropout events.

github.com/ikwak2/DrImpute

Key Metrics

Version 1.0
R ≥ 3.1.0
Published 2017-07-15 2489 days ago
Needs compilation? yes
License GPL-3
CRAN checks DrImpute results

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Maintainer

Maintainer

Il-Youp Kwak

ilyoup.kwak@gmail.com

Authors

Il-Youp Kwak
Wuming Gong

Material

README
Reference manual
Package source

In Views

MissingData

Vignettes

DrImpute : imputing dropout events in single-cell RNA-sequencing data

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 ≥ 3.1.0

Imports

Rcpp

Suggests

knitr
rmarkdown
devtools
roxygen2
irlba

LinkingTo

Rcpp
RcppArmadillo

Reverse Imports

ADImpute
IRISFGM