zky0708/2DImpute: Imputing scRNA-seq data from correlations in both dimensions

An imputation method for correcting false zeros (known as dropouts) in single cell RNA sequencing (scRNA-seq) data. It features making use of the interrelationships between both genes and cells in the expression matrix, preventing excessive correction and predicting dropout values accurately. See Zhu, K., Anastassiou, D. (2019) for more details.

Getting started

Package details

MaintainerKaiyi Zhu <[email protected]>
LicenseGPL-3
Version0.1.0
URL https://github.com/zky0708/2DImpute
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("zky0708/2DImpute")
zky0708/2DImpute documentation built on Nov. 5, 2019, 1:28 p.m.