Package: smoothclust 1.3.4

Lukas M. Weber

smoothclust: smoothclust

Method for segmentation 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_1.3.4.tar.gz
smoothclust_1.3.4.zip(r-4.5)smoothclust_1.3.4.zip(r-4.4)
smoothclust_1.3.4.tgz(r-4.5-any)smoothclust_1.3.4.tgz(r-4.4-any)
smoothclust_1.3.4.tar.gz(r-4.5-noble)smoothclust_1.3.4.tar.gz(r-4.4-noble)
smoothclust_1.3.4.tgz(r-4.4-emscripten)
smoothclust.pdf |smoothclust.html
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-1.3.2(bioc 3.21)smoothclust-1.2.2(bioc 3.20)

spatialsinglecelltranscriptomicsgeneexpressionclustering

4.70 score 1 stars 7 scripts 184 downloads 2 exports 80 dependencies

Last updated 4 days agofrom:ae897d0ecc. Checks:1 OK, 6 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 24 2025
R-4.5-winNOTEMar 24 2025
R-4.5-macNOTEMar 24 2025
R-4.5-linuxNOTEMar 24 2025
R-4.4-winNOTEMar 24 2025
R-4.4-macNOTEMar 24 2025
R-4.4-linuxNOTEMar 24 2025

Exports:smoothclustsmoothness_metric

Dependencies:abindaskpassBiobaseBiocFileCacheBiocGenericsbitbit64blobbootcachemclassclassIntclicpp11crayoncurlDBIdbplyrDelayedArraydeldirdplyre1071fansifastmapfilelockgenericsGenomeInfoDbGenomeInfoDbDataGenomicRangesgluehttrIRangesjsonliteKernSmoothlatticelifecyclemagickmagrittrMASSMatrixMatrixGenericsmatrixStatsmemoisemimeopensslpillarpkgconfigplogrproxypurrrR6RcpprjsonrlangRSQLites2S4ArraysS4VectorssfSingleCellExperimentspSparseArraysparseMatrixStatsSpatialExperimentspDataspdepstringistringrSummarizedExperimentsystibbletidyrtidyselectUCSC.utilsunitsutf8vctrswithrwkXVector

Smoothclust Tutorial

Rendered fromsmoothclust.Rmdusingknitr::rmarkdownon Mar 24 2025.

Last update: 2025-03-23
Started: 2023-12-30