SIMPLE is a R package that imputes "dropout" values (i.e. zero or small entries) in the single cell RNASeq data based on cell similarities and gene correlations. The imputed matrix can be used for dimension reduction and visualization of the cell spectrum, to identify markers between different samples and construct gene co-expression network.
Package details |
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Author | Zhirui,Hu, Songpeng Zu |
Maintainer | Zhirui Hu <zhiruihu@g.harvard.edu> |
License | MIT |
Version | 0.1.0 |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
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