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DelayedTensor

This is the development version of DelayedTensor; for the stable release version, see DelayedTensor.

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


Bioconductor version: Development (3.19)

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")):

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("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
Einsum HTML R Script
TensorArithmetic HTML R Script
TensorDecomposition HTML R Script
Reference Manual PDF
NEWS Text

Details

biocViews DataRepresentation, DimensionReduction, Infrastructure, Software
Version 1.9.0
In Bioconductor since BioC 3.14 (R-4.1) (2.5 years)
License Artistic-2.0
Depends R (>= 4.1.0)
Imports methods, utils, DelayedArray, HDF5Array, BiocSingular, rTensor, DelayedRandomArray, irlba, Matrix, einsum
System Requirements
URL
Bug Reports https://github.com/rikenbit/DelayedTensor/issues
See More
Suggests markdown, rmarkdown, BiocStyle, knitr, testthat, magrittr, dplyr, reticulate
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report Build Report

Package Archives

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

Source Package DelayedTensor_1.9.0.tar.gz
Windows Binary DelayedTensor_1.9.0.zip
macOS Binary (x86_64) DelayedTensor_1.9.0.tgz
macOS Binary (arm64)
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