DelayedTensor
R package for sparse and out-of-core arithmetic and decomposition of Tensor
Bioconductor version: Release (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")
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 | 1.12.0 |
| 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_1.12.0.tar.gz |
| Windows Binary (x86_64) | DelayedTensor_1.12.0.zip |
| macOS Binary (x86_64) | DelayedTensor_1.12.0.tgz |
| macOS Binary (arm64) | DelayedTensor_1.12.0.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 |