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Bioconductor - DelayedTensor (development version)

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 (3.22)

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 "4.5") 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")
Details biocViews DataRepresentation, DimensionReduction, Infrastructure, Software Version 1.15.0 In Bioconductor since BioC 3.14 (R-4.1) (3.5 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 Reports https://github.com/rikenbit/DelayedTensor/issues See More Package Archives

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

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