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 (3.20)
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("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 | ||
NEWS | Text |
Details
biocViews | DataRepresentation, DimensionReduction, Infrastructure, Software |
Version | 1.11.1 |
In Bioconductor since | BioC 3.14 (R-4.1) (3 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
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_1.11.1.tar.gz |
Windows Binary | DelayedTensor_1.11.1.zip (64-bit only) |
macOS Binary (x86_64) | DelayedTensor_1.11.1.tgz |
macOS Binary (arm64) | DelayedTensor_1.11.1.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 |