bluster
This is thereleased version of bluster; for the devel version, seebluster.
Clustering Algorithms for Bioconductor
Bioconductor version: Release (3.22)
Wraps common clustering algorithms in an easily extended S4 framework. Backends are implemented for hierarchical, k-means and graph-based clustering. Several utilities are also provided to compare and evaluate clustering results.
Author: Aaron Lun [aut, cre], Stephanie Hicks [ctb], Basil Courbayre [ctb], Tuomas Borman [ctb], Leo Lahti [ctb]
Maintainer: Aaron Lun <infinite.monkeys.with.keyboards at gmail.com>
citation("bluster")):Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE)) install.packages("BiocManager")BiocManager::install("bluster")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("bluster")| 1. Clustering algorithms | HTML | R Script |
| 2. Clustering diagnostics | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | Clustering,GeneExpression,ImmunoOncology,SingleCell,Software,Transcriptomics |
| Version | 1.20.0 |
| In Bioconductor since | BioC 3.12 (R-4.0) (5 years) |
| License | GPL-3 |
| Depends | |
| Imports | stats, methods, utils,cluster,Matrix,Rcpp,igraph,S4Vectors,BiocParallel,BiocNeighbors |
| System Requirements | C++17 |
| URL |
See More
| Suggests | knitr,rmarkdown,testthat,BiocStyle,dynamicTreeCut,scRNAseq,scuttle,scater,scran,pheatmap,viridis,mbkmeans,kohonen,apcluster,DirichletMultinomial,vegan,fastcluster |
| Linking To | Rcpp,assorthead |
| Enhances | |
| Depends On Me | OSCA.advanced, OSCA.basic, OSCA.intro, OSCA.multisample, OSCA.workflows, SingleRBook |
| Imports Me | chevreulProcess,clustSIGNAL,concordexR,dandelionR,mia,miaDash,MPAC,poem,scDblFinder,scDiagnostics,scran,Voyager,Canek |
| Suggests Me | anglemania,batchelor,ChromSCape,Coralysis,dittoSeq,Ibex,mbkmeans,miaViz,MOSim,mumosa,scLANE,sketchR,SuperCellCyto,SuperCell |
| Links To Me | |
| Build Report | Build Report |
Package Archives
FollowInstallation instructions to use this package in your R session.
| Source Package | bluster_1.20.0.tar.gz |
| Windows Binary (x86_64) | |
| macOS Binary (x86_64) | bluster_1.20.0.tgz |
| macOS Binary (arm64) | bluster_1.20.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/bluster |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/bluster |
| Bioc Package Browser | https://code.bioconductor.org/browse/bluster/ |
| Package Short Url | https://bioconductor.org/packages/bluster/ |
| Package Downloads Report | Download Stats |