Splatter
Splatter is an R package for the simple simulation of single-cell RNA sequencing data. Splatter provides a common interface that has:
- Functions for estimating simulation parameters
- Objects for storing those parameters
- Functions for simulating counts using those parameters
Splatter is built on top of scater
and stores simulations in
SCESet
objects.
Installation.
Splatter can be installed from Github using devtools
:
install.packages("devtools")
devtools::install_github("Oshlack/splatter", build_vignettes = TRUE)
Getting started
Once installed the best place to get started is the vignette. Load Splatter, then browse the vignettes:
library(splatter)
browseVignettes("splatter")
This is a detailed document that introduces the main features of Splatter.