mbkmeans
This is the development version of mbkmeans; for the stable release version, see mbkmeans.
Mini-batch K-means Clustering for Single-Cell RNA-seq
Bioconductor version: Development (3.19)
Implements the mini-batch k-means algorithm for large datasets, including support for on-disk data representation.
Author: Yuwei Ni [aut, cph], Davide Risso [aut, cre, cph], Stephanie Hicks [aut, cph], Elizabeth Purdom [aut, cph]
Maintainer: Davide Risso <risso.davide at gmail.com>
Citation (from within R, enter
citation("mbkmeans")):
Installation
To install this package, start R (version "4.4") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("mbkmeans")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
| Reference Manual |
Details
| biocViews | Clustering, GeneExpression, RNASeq, Sequencing, SingleCell, Software, Transcriptomics |
| Version | 1.19.0 |
| In Bioconductor since | BioC 3.9 (R-3.6) (5 years) |
| License | MIT + file LICENSE |
| Depends | R (>= 3.6) |
| Imports | methods, DelayedArray, Rcpp, S4Vectors, SingleCellExperiment, SummarizedExperiment, ClusterR, benchmarkme, Matrix, BiocParallel |
| System Requirements | C++11 |
| URL | |
| Bug Reports | https://github.com/drisso/mbkmeans/issues |
See More
| Suggests | beachmat, HDF5Array, Rhdf5lib, BiocStyle, TENxPBMCData, scater, DelayedMatrixStats, bluster, knitr, testthat, rmarkdown |
| Linking To | Rcpp, RcppArmadillo (>= 0.7.2), Rhdf5lib, beachmat, ClusterR |
| Enhances | |
| Depends On Me | |
| Imports Me | clusterExperiment |
| Suggests Me | bluster, scDblFinder |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | |
| Windows Binary | |
| macOS Binary (x86_64) | |
| macOS Binary (arm64) | |
| Source Repository | git clone https://git.bioconductor.org/packages/mbkmeans |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/mbkmeans |
| Package Short Url | https://bioconductor.org/packages/mbkmeans/ |
| Package Downloads Report | Download Stats |