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DelayedTensor

This is the released version of DelayedTensor; for the devel version, see DelayedTensor.

All versions 3.24 (devel), 3.23 (release), 3.22, 3.21, 3.20, 3.19, 3.18, 3.17, 3.16, 3.15, 3.14

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


Bioconductor version: Release (3.23)

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>

Citation (from within R, enter citation("DelayedTensor")):

Koki Tsuyuzaki. DelayedTensor: R package for sparse and out-of-core arithmetic and decomposition of Tensor. doi:10.18129/B9.bioc.DelayedTensor, R package version 1.18.0, https://bioconductor.org/packages/DelayedTensor.

Generated from the package metadata; it may differ from the package's own citation.

Installation

To install this package, start R (version "4.6") 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")
DelayedTensor HTML R Script
TensorArithmetic HTML R Script
TensorDecomposition HTML R Script
Einsum HTML R Script
Reference ManualPDF
NEWSText

Details

biocViews DataRepresentation, DimensionReduction, Infrastructure, Software
Version1.18.0
In Bioconductor sinceBioC 3.14 (R-4.1) (5 years)
License Artistic-2.0
Depends R (>= 4.1.0)
Imports methods, utils, S4Arrays, SparseArray, DelayedArray (>= 0.31.8), HDF5Array, BiocSingular, rTensor, DelayedRandomArray (>= 1.13.1), irlba, Matrix, einsum
System Requirements
URL
Bug Reportshttps://github.com/rikenbit/DelayedTensor/issues
See More
Suggests markdown, rmarkdown, BiocStyle, knitr, testthat, magrittr, dplyr, reticulate
Linking To
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Depends On Me
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Build Report Build Report, r-universe

Package Archives

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

Source Package DelayedTensor_1.18.0.tar.gz
Windows Binary (x86_64) DelayedTensor_1.18.0.zip
macOS Binary (big-sur-x86_64) DelayedTensor_1.18.0.tgz
macOS Binary (sonoma-arm64) DelayedTensor_1.18.0.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/DelayedTensor
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/DelayedTensor
Package Short Url https://bioconductor.org/packages/DelayedTensor/
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