## ---- include=FALSE----------------------------------------------------------- library(BiocStyle) ## ---- eval=FALSE-------------------------------------------------------------- # if (!requireNamespace("BiocManager", quietly = TRUE)) # install.packages("BiocManager") # BiocManager::install("scDblFinder") # # # or, to get that latest developments: # BiocManager::install("plger/scDblFinder") ## ---- warning=FALSE----------------------------------------------------------- set.seed(123) library(scDblFinder) # we create a dummy dataset; since it's small we set a higher doublet rate sce <- mockDoubletSCE(dbl.rate=0.1) # we run scDblFinder (providing the unsually high doublet rate) sce <- scDblFinder(sce, dbr=0.1) ## ----------------------------------------------------------------------------- table(truth=sce$type, call=sce$scDblFinder.class) ## ---- eval=FALSE-------------------------------------------------------------- # library(BiocParallel) # sce <- scDblFinder(sce, samples="sample_id", BPPARAM=MulticoreParam(3)) # table(sce$scDblFinder.class) ## ---- eval=FALSE-------------------------------------------------------------- # sce <- scDblFinder(sce, aggregateFeatures=TRUE, nfeatures=25, processing="normFeatures") ## ----------------------------------------------------------------------------- sessionInfo()