Package: scDblFinder 1.19.1

Pierre-Luc Germain

scDblFinder: scDblFinder

The scDblFinder package gathers various methods for the detection and handling of doublets/multiplets in single-cell sequencing data (i.e. multiple cells captured within the same droplet or reaction volume). It includes methods formerly found in the scran package, the new fast and comprehensive scDblFinder method, and a reimplementation of the Amulet detection method for single-cell ATAC-seq.

Authors:Pierre-Luc Germain [cre, aut], Aaron Lun [ctb]

scDblFinder_1.19.1.tar.gz
scDblFinder_1.19.1.zip(r-4.5)scDblFinder_1.19.1.zip(r-4.4)scDblFinder_1.19.1.zip(r-4.3)
scDblFinder_1.19.1.tgz(r-4.4-any)scDblFinder_1.19.1.tgz(r-4.3-any)
scDblFinder_1.19.1.tar.gz(r-4.5-noble)scDblFinder_1.19.1.tar.gz(r-4.4-noble)
scDblFinder_1.19.1.tgz(r-4.4-emscripten)scDblFinder_1.19.1.tgz(r-4.3-emscripten)
scDblFinder.pdf |scDblFinder.html
scDblFinder/json (API)
NEWS

# Install 'scDblFinder' in R:
install.packages('scDblFinder', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/plger/scdblfinder/issues

On BioConductor:scDblFinder-1.19.0(bioc 3.20)scDblFinder-1.18.0(bioc 3.19)

bioconductor-package

26 exports 1.80 score 121 dependencies 1 dependents 7 mentions

Last updated 21 days agofrom:0e18b68b1e

Exports:addDoubletsaggregateFeaturesamuletamuletFromCountsclamuletclusterStickinesscomputeDoubletDensitycreateDoubletscxds2directDblClassificationdoubletPairwiseEnrichmentdoubletThresholdingfastclusterfindDoubletClustersgetArtificialDoubletsgetCellPairsgetExpectedDoubletsgetFragmentOverlapsmockDoubletSCEplotDoubletMapplotThresholdspropHomotypicrecoverDoubletsscDblFinderselFeaturesTFIDF

Dependencies:abindaskpassbeachmatbeeswarmBHBiobaseBiocGenericsBiocIOBiocNeighborsBiocParallelBiocSingularBiostringsbitopsblusterCairocliclustercodetoolscolorspacecpp11crayoncurldata.tableDelayedArrayDelayedMatrixStatsdqrngedgeRfansifarverFNNformatRfutile.loggerfutile.optionsGenomeInfoDbGenomeInfoDbDataGenomicAlignmentsGenomicRangesggbeeswarmggplot2ggrastrggrepelgluegridExtragtablehttrigraphIRangesirlbaisobandjsonlitelabelinglambda.rlatticelifecyclelimmalocfitmagrittrMASSMatrixMatrixGenericsmatrixStatsmetapodmgcvmimemunsellnlmeopensslpheatmappillarpkgconfigpngR6raggRColorBrewerRcppRcppAnnoyRcppEigenRcppHNSWRcppMLRcppProgressRCurlrestfulrRhtslibrjsonrlangRsamtoolsRSpectrarsvdrtracklayerRtsneS4ArraysS4VectorsScaledMatrixscalesscaterscranscuttleSingleCellExperimentsitmosnowSparseArraysparseMatrixStatsstatmodSummarizedExperimentsyssystemfontstextshapingtibbleUCSC.utilsutf8uwotvctrsviporviridisviridisLitewithrxgboostXMLXVectoryamlzlibbioc

Introduction to the scDblFinder package

Rendered fromintroduction.Rmdusingknitr::rmarkdownon Jun 20 2024.

Last update: 2023-01-11
Started: 2020-09-07

scDblFinder

Rendered fromscDblFinder.Rmdusingknitr::rmarkdownon Jun 20 2024.

Last update: 2024-01-14
Started: 2019-05-23

Detecting clusters of doublet cells with DE analyses

Rendered fromfindDoubletClusters.Rmdusingknitr::rmarkdownon Jun 20 2024.

Last update: 2021-04-19
Started: 2020-07-20

Scoring potential doublets from simulated densities

Rendered fromcomputeDoubletDensity.Rmdusingknitr::rmarkdownon Jun 20 2024.

Last update: 2021-04-19
Started: 2020-08-04

Recovering intra-sample doublets

Rendered fromrecoverDoublets.Rmdusingknitr::rmarkdownon Jun 20 2024.

Last update: 2021-09-10
Started: 2020-09-08

Doublet identifiation in single-cell ATAC-seq

Rendered fromscATAC.Rmdusingknitr::rmarkdownon Jun 20 2024.

Last update: 2023-07-08
Started: 2022-04-10

Readme and manuals

Help Manual

Help pageTopics
addDoubletsaddDoublets
aggregateFeaturesaggregateFeatures
amuletamulet
amuletFromCountsamuletFromCounts
clamuletclamulet
clusterStickinessclusterStickiness
Compute the density of simulated doubletscomputeDoubletDensity computeDoubletDensity,ANY-method computeDoubletDensity,SingleCellExperiment-method computeDoubletDensity,SummarizedExperiment-method
createDoubletscreateDoublets
cxds2cxds2
directClassificationdirectDblClassification
doubletPairwiseEnrichmentdoubletPairwiseEnrichment
doubletThresholdingdoubletThresholding
fastclusterfastcluster
Detect doublet clustersfindDoubletClusters findDoubletClusters,ANY-method findDoubletClusters,SingleCellExperiment-method findDoubletClusters,SummarizedExperiment-method
getArtificialDoubletsgetArtificialDoublets
getCellPairsgetCellPairs
getExpectedDoubletsgetExpectedDoublets
getFragmentOverlapsgetFragmentOverlaps
mockDoubletSCEmockDoubletSCE
plotDoubletMapplotDoubletMap
plotThresholdsplotThresholds
propHomotypicpropHomotypic
Recover intra-sample doubletsrecoverDoublets recoverDoublets,ANY-method recoverDoublets,SingleCellExperiment-method recoverDoublets,SummarizedExperiment-method
scDblFinderscDblFinder
selFeaturesselFeatures
TFIDFTFIDF