Package: CellMixS 1.21.0
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:
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)
CellMixS_1.21.0.tar.gz(r-4.5-noble)CellMixS_1.21.0.tar.gz(r-4.4-noble)
CellMixS_1.21.0.tgz(r-4.4-emscripten)CellMixS_1.21.0.tgz(r-4.3-emscripten)
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')) |
Bug tracker:https://github.com/almutlue/cellmixs/issues
On BioConductor:CellMixS-1.21.0(bioc 3.20)CellMixS-1.20.0(bioc 3.19)
Last updated 2 months agofrom:29434d2bc1
Exports:cmsentropyevalIntegrationisildfDiffldfScelocStructuremixMetricvisClustervisGroupvisHistvisIntegrationvisMetricvisOverview
Dependencies:abindaskpassbeachmatbeeswarmBHBiobaseBiocGenericsBiocNeighborsBiocParallelBiocSingularCairoclicodetoolscolorspacecowplotcpp11crayoncurlDelayedArrayDelayedMatrixStatsdplyrdqrngfansifarverFNNformatRfutile.loggerfutile.optionsgenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesggbeeswarmggplot2ggrastrggrepelggridgesgluegridExtragtablehttrIRangesirlbaisobandjsonlitekSampleslabelinglambda.rlatticelifecyclemagrittrMASSMatrixMatrixGenericsmatrixStatsmgcvmimemunsellnlmeopensslpheatmappillarpkgconfigpngpurrrR6raggRColorBrewerRcppRcppAnnoyRcppEigenRcppHNSWRcppMLRcppProgressrlangRSpectrarsvdRtsneS4ArraysS4VectorsScaledMatrixscalesscaterscuttleSingleCellExperimentsitmosnowSparseArraysparseMatrixStatsstringistringrSummarizedExperimentSuppDistssyssystemfontstextshapingtibbletidyrtidyselectUCSC.utilsutf8uwotvctrsviporviridisviridisLitewithrXVectorzlibbioc
Readme and manuals
Help Manual
Help page | Topics |
---|---|
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 |
cms | cms |
entropy | entropy |
evalIntegration | evalIntegration |
isi | isi |
ldfDiff | ldfDiff |
ldfSce | ldfSce |
locStructure | locStructure |
mixMetric | mixMetric |
visCluster | visCluster |
visGroup | visGroup |
visHist | visHist |
visIntegration | visIntegration |
visMetric | visMetric |
visOverview | visOverview |