DelayedTensor
R package for sparse and out-of-core arithmetic and decomposition of Tensor
Bioconductor version: 3.23 · Package version: 1.18.0
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.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("DelayedTensor")Details
| Maintainer | Koki Tsuyuzaki <k.t.the-answer@hotmail.co.jp> |
| Author | Koki Tsuyuzaki [aut, cre] |
| License | Artistic-2.0 |
| Bug Reports | https://github.com/rikenbit/DelayedTensor/issues |
| Downloads rank | 240 |
| Source branch | RELEASE_3_23 |
| biocViews | DataRepresentation, DimensionReduction, Infrastructure, Software |
Documentation
- Concept of DelayedTensor
- Einsum operation by DelayedTensor
- Tensor arithmetic by DelayedTensor
- Tensor decomposition by DelayedTensor
Download
Dependencies
Depends: R (>= 4.1.0)
Imports: methods, utils, S4Arrays, SparseArray, DelayedArray (>= 0.31.8), HDF5Array, BiocSingular, rTensor, DelayedRandomArray (>= 1.13.1), irlba, Matrix, einsum
Suggests: markdown, rmarkdown, BiocStyle, knitr, testthat, magrittr, dplyr, reticulate