DelayedTensor

DOI: 10.18129/B9.bioc.DelayedTensor  

R package for sparse and out-of-core arithmetic and decomposition of Tensor

Bioconductor version: Release (3.16)

DelayedTensor operates Tensor arithmetic directly on DelayedArray object. DelayedTensor provides some generic function related to Tensor arithmetic/decompotision and dispatches it on the DelayedArray class. DelayedTensor also suppors Tensor contraction by einsum function, which is inspired by numpy einsum.

Author: Koki Tsuyuzaki [aut, cre]

Maintainer: Koki Tsuyuzaki <k.t.the-answer at hotmail.co.jp>

Installation

To install this package, start R (version "4.2") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("DelayedTensor")

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("DelayedTensor")

 

HTML	R Script	DelayedTensor
HTML	R Script	Einsum
HTML	R Script	TensorArithmetic
HTML	R Script	TensorDecomposition
PDF		Reference Manual
Text		NEWS

Details

biocViews	DataRepresentation, DimensionReduction, Infrastructure, Software
Version	1.4.0
In Bioconductor since	BioC 3.14 (R-4.1) (1.5 years)
License	Artistic-2.0
Depends	R (>= 4.1.0)
Imports	methods, utils, DelayedArray, HDF5Array, BiocSingular, rTensor, DelayedRandomArray, irlba, Matrix, einsum
LinkingTo
Suggests	markdown, rmarkdown, BiocStyle, knitr, testthat, magrittr, dplyr, reticulate
SystemRequirements
Enhances
URL
BugReports	https://github.com/rikenbit/DelayedTensor/issues
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package	DelayedTensor_1.4.0.tar.gz
Windows Binary	DelayedTensor_1.4.0.zip
macOS Binary (x86_64)	DelayedTensor_1.4.0.tgz
macOS Binary (arm64)	DelayedTensor_1.4.0.tgz
Source Repository	git clone https://git.bioconductor.org/packages/DelayedTensor
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/DelayedTensor
Bioc Package Browser	https://code.bioconductor.org/browse/DelayedTensor/
Package Short Url	https://bioconductor.org/packages/DelayedTensor/
Package Downloads Report	Download Stats