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smoothclust
This is thereleased version of smoothclust; for the devel version, seesmoothclust.
smoothclust
Bioconductor version: Release (3.22)
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.
Author: Lukas M. Weber [aut, cre]
ORCID: 0000-0002-3282-1730
Maintainer: Lukas M. Weber <lmweb012 at gmail.com>
citation("smoothclust")):Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE)) install.packages("BiocManager")BiocManager::install("smoothclust")For older versions of R, please refer to the appropriateBioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("smoothclust")| Smoothclust Tutorial | HTML | R Script |
| Reference Manual | ||
| NEWS | Text | |
| LICENSE | Text |
Details
| biocViews | Clustering,GeneExpression,SingleCell,Software,Spatial,Transcriptomics |
| Version | 1.6.0 |
| In Bioconductor since | BioC 3.19 (R-4.4) (1.5 years) |
| License | MIT + fileLICENSE |
| Depends | R (>= 4.4.0) |
| Imports | SpatialExperiment,SummarizedExperiment,BiocNeighbors,Matrix, methods, utils |
| System Requirements | |
| URL | https://github.com/lmweber/smoothclust |
| Bug Reports | https://github.com/lmweber/smoothclust/issues |
See More
| Suggests | BiocStyle,knitr,STexampleData,scuttle,scran,scater,ggspavis,testthat |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
FollowInstallation instructions to use this package in your R session.
| Source Package | smoothclust_1.6.0.tar.gz |
| Windows Binary (x86_64) | smoothclust_1.6.0.zip |
| macOS Binary (x86_64) | smoothclust_1.6.0.tgz |
| macOS Binary (arm64) | smoothclust_1.6.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/smoothclust |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/smoothclust |
| Bioc Package Browser | https://code.bioconductor.org/browse/smoothclust/ |
| Package Short Url | https://bioconductor.org/packages/smoothclust/ |
| Package Downloads Report | Download Stats |