Package: smoothclust 1.9.1

Lukas M. Weber

smoothclust: smoothclust

Method for identification of spatial domains and spatially-aware clustering in spatial transcriptomics data. The method generates spatial domains with smooth boundaries by smoothing gene expression profiles across neighboring spatial locations, followed by unsupervised clustering. Spatial domains consisting of consistent mixtures of cell types may then be further investigated by applying cell type compositional analyses or differential analyses.

Authors:Lukas M. Weber [aut, cre]

smoothclust_1.9.1.tar.gz
smoothclust_1.9.1.zip(r-4.7)smoothclust_1.9.1.zip(r-4.6)smoothclust_1.9.1.zip(r-4.5)
smoothclust_1.9.1.tgz(r-4.6-any)smoothclust_1.9.1.tgz(r-4.5-any)
smoothclust_1.9.1.tar.gz(r-4.7-any)smoothclust_1.9.1.tar.gz(r-4.6-any)
smoothclust_1.9.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html
card.svg |card.png
smoothclust/json (API)
NEWS

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

Bug tracker:https://github.com/lmweber/smoothclust/issues

On BioConductor:smoothclust-1.9.1(bioc 3.24)smoothclust-1.8.0(bioc 3.23)

spatialsinglecelltranscriptomicsgeneexpressionclustering

4.51 score 1 stars 13 scripts 279 downloads 2 exports 61 dependencies

Last updated from:76b863ed5e. Checks:1 NOTE, 7 WARNING, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
bioc-checksNOTE223
linux-devel-x86_64WARNING422
source / vignettesOK342
linux-release-x86_64WARNING442
macos-release-arm64WARNING306
macos-oldrel-arm64WARNING209
windows-develWARNING421
windows-releaseWARNING440
windows-oldrelWARNING369
wasm-releaseOK192

Exports:smoothclustsmoothness_metric

Dependencies:abindaskpassassortheadbeachmatBiobaseBiocFileCacheBiocGenericsBiocNeighborsbitbit64blobcachemclicpp11curlDBIdbplyrDelayedArraydplyrfastmapfilelockgenericsGenomicRangesgluehttr2IRangeslatticelifecyclemagickmagrittrMatrixMatrixGenericsmatrixStatsmemoiseopensslpillarpkgconfigpurrrR6rappdirsRcpprjsonrlangRSQLiteS4ArraysS4VectorsSeqinfoSingleCellExperimentSparseArraySpatialExperimentstringistringrSummarizedExperimentsystibbletidyrtidyselectutf8vctrswithrXVector

Smoothclust Tutorial

Rendered fromsmoothclust.Rmdusingknitr::rmarkdownon May 30 2026.

Last update: 2025-09-15
Started: 2023-12-30