Package: CellMixS 1.21.0

Almut Lütge

CellMixS: Evaluate Cellspecific Mixing

CellMixS provides metrics and functions to evaluate batch effects, data integration and batch effect correction in single cell trancriptome data with single cell resolution. Results can be visualized and summarised on different levels, e.g. on cell, celltype or dataset level.

Authors:Almut Lütge [aut, cre]

CellMixS_1.21.0.tar.gz
CellMixS_1.21.0.zip(r-4.5)CellMixS_1.21.0.zip(r-4.4)CellMixS_1.21.0.zip(r-4.3)
CellMixS_1.21.0.tgz(r-4.4-any)CellMixS_1.21.0.tgz(r-4.3-any)
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CellMixS.pdf |CellMixS.html
CellMixS/json (API)
NEWS

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

Peer review:

Bug tracker:https://github.com/almutlue/cellmixs/issues

On BioConductor:CellMixS-1.21.0(bioc 3.20)CellMixS-1.20.0(bioc 3.19)

bioconductor-package

14 exports 0.82 score 109 dependencies 1 mentions

Last updated 2 months agofrom:29434d2bc1

Exports:cmsentropyevalIntegrationisildfDiffldfScelocStructuremixMetricvisClustervisGroupvisHistvisIntegrationvisMetricvisOverview

Dependencies:abindaskpassbeachmatbeeswarmBHBiobaseBiocGenericsBiocNeighborsBiocParallelBiocSingularCairoclicodetoolscolorspacecowplotcpp11crayoncurlDelayedArrayDelayedMatrixStatsdplyrdqrngfansifarverFNNformatRfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesggbeeswarmggplot2ggrastrggrepelggridgesgluegridExtragtablehttrIRangesirlbaisobandjsonlitekSampleslabelinglambda.rlatticelifecyclemagrittrMASSMatrixMatrixGenericsmatrixStatsmgcvmimemunsellnlmeopensslpheatmappillarpkgconfigpngpurrrR6raggRColorBrewerRcppRcppAnnoyRcppEigenRcppHNSWRcppMLRcppProgressrlangRSpectrarsvdRtsneS4ArraysS4VectorsScaledMatrixscalesscaterscuttleSingleCellExperimentsitmosnowSparseArraysparseMatrixStatsstringistringrSummarizedExperimentSuppDistssyssystemfontstextshapingtibbletidyrtidyselectUCSC.utilsutf8uwotvctrsviporviridisviridisLitewithrXVectorzlibbioc

Explore data integration and batch effects

Rendered fromCellMixS.Rmdusingknitr::rmarkdownon Jun 30 2024.

Last update: 2019-10-23
Started: 2019-03-29

Readme and manuals

Help Manual

Help pageTopics
Toolbox to explore batch effects and data integration in scRNA data.CellMixS-package
.cmsCell.cmsCell
.defineSubspace.defineSubspace
.filterKnn.filterKnn
.filterLocMin.filterLocMin
.ldfKnn.ldfKnn
.smoothCms.smoothCms
cmscms
entropyentropy
evalIntegrationevalIntegration
isiisi
ldfDiffldfDiff
ldfSceldfSce
locStructurelocStructure
mixMetricmixMetric
visClustervisCluster
visGroupvisGroup
visHistvisHist
visIntegrationvisIntegration
visMetricvisMetric
visOverviewvisOverview