ScaledMatrix
This is the development version of ScaledMatrix; for the stable release version, see ScaledMatrix.
Creating a DelayedMatrix of Scaled and Centered Values
Bioconductor version: Development (3.24)
Provides delayed computation of a matrix of scaled and centered values. The result is equivalent to using the scale() function but avoids explicit realization of a dense matrix during block processing. This permits greater efficiency in common operations, most notably matrix multiplication.
Author: Aaron Lun [aut, cre, cph]
Maintainer: Aaron Lun <infinite.monkeys.with.keyboards at gmail.com>
citation("ScaledMatrix")):
Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.
Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.
Installation
To install this package, start R (version "4.6") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")
BiocManager::install("ScaledMatrix")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("ScaledMatrix")| Using the ScaledMatrix | HTML | R Script |
| Reference Manual |
Details
| biocViews | DataRepresentation, Software |
| Version | 1.21.0 |
| In Bioconductor since | BioC 3.13 (R-4.1) (5 years) |
| License | GPL-3 |
| Depends | |
| Imports | methods, Matrix, S4Vectors, DelayedArray |
| System Requirements | |
| URL | https://github.com/LTLA/ScaledMatrix |
| Bug Reports | https://github.com/LTLA/ScaledMatrix/issues |
See More
| Suggests | testthat, BiocStyle, knitr, rmarkdown, BiocSingular, DelayedMatrixStats |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | batchelor, BiocSingular, mumosa, scPCA |
| Suggests Me | scran |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | ScaledMatrix_1.21.0.tar.gz |
| Windows Binary (x86_64) | ScaledMatrix_1.21.0.zip (64-bit only) |
| macOS Binary (big-sur-x86_64) | ScaledMatrix_1.21.0.tgz |
| macOS Binary (sonoma-arm64) | ScaledMatrix_1.21.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/ScaledMatrix |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/ScaledMatrix |
| Bioc Package Browser | https://code.bioconductor.org/browse/ScaledMatrix/ |
| Package Short Url | https://bioconductor.org/packages/ScaledMatrix/ |
| Package Downloads Report | Download Stats |