Vivianstats/scImpute: Accurate and robust imputation of single-cell RNA sequencing data

scRNA-seq analysis is complicated by the excess of zero or near zero counts in the data, which are the so-called dropouts due to low amounts of mRNA within each individual cell. scImpute is developed to simultaneously determine which expression values are affected by dropout events in scRNA-seq data and perform imputation only on dropout entries.

Getting started

Package details

AuthorWei Vivian Li, Jingyi Jessica Li
MaintainerWei Vivian Li <[email protected]>
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
Vivianstats/scImpute documentation built on Dec. 10, 2018, 6:58 a.m.