Package: einops 0.2.1

einops: Flexible, Powerful, and Readable Tensor Operations

Perform tensor operations using a concise yet expressive syntax inspired by the Python library of the same name. Reshape, rearrange, and combine multidimensional arrays for scientific computing, machine learning, and data analysis. Einops simplifies complex manipulations, making code more maintainable and intuitive. The original implementation is demonstrated in Rogozhnikov (2022) <https://openreview.net/forum?id=oapKSVM2bcj>.

Authors:Qile Yang [cre, aut, cph]

einops_0.2.1.tar.gz
einops_0.2.1.zip(r-4.7)einops_0.2.1.zip(r-4.6)einops_0.2.1.zip(r-4.5)
einops_0.2.1.tgz(r-4.6-any)einops_0.2.1.tgz(r-4.5-any)
einops_0.2.1.tar.gz(r-4.7-any)einops_0.2.1.tar.gz(r-4.6-any)
einops_0.2.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
einops/json (API)
NEWS

# Install 'einops' in R:
install.packages('einops', repos = c('https://qile0317.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/qile0317/einops/issues

Pkgdown/docs site:https://qile0317.github.io

Datasets:

On CRAN:

Conda:

arraydeep-learningeinopstensor

4.95 score 3 stars 3 scripts 113 downloads 11 exports 111 dependencies

Last updated from:50fc8b09f5. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK237
source / vignettesOK204
linux-release-x86_64OK177
macos-release-arm64OK137
macos-oldrel-arm64OK282
windows-develOK135
windows-releaseOK135
windows-oldrelOK100
wasm-releaseOK156

Exports:%>%as_image_tensoreinopeinops.rearrangeeinops.reduceeinops.repeatimage_tensorparse_shaperearrangereducerepeat

Dependencies:askpassassertthatbase64encBiocManagerbrewbriobslibcachemcallrclicliprcommonmarkcpp11crayoncredentialscurldescdevtoolsdiffobjdigestdownlitdplyrellipsisevaluatefansifarverfastmapFastUtilsfontawesomefsgenericsgertggplot2gitcredsgluegtablehashhighrhtmltoolshtmlwidgetshttpuvhttr2iniisobandjquerylibjsonliteknitrlabelinglaterlifecyclemagrittrmemoisemimeminiUIopensslotelpakpillarpkgbuildpkgconfigpkgdownpkgloadpraiseprettyunitsprocessxprofvispromisespspurrrr2rR6raggrappdirsrcmdcheckRColorBrewerRcpprlangrmarkdownroperatorsroxygen2rprojrootrstudioapirversionsS7sassscalessessioninfoshinysourcetoolsstringisyssystemfontstestthattextshapingtibbletidyselecttinytexurlcheckerusethisutf8vctrsviridisLitewaldowhiskerwithrxfunxml2xopenxtableyamlzip

basics

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Last update: 2025-08-28
Started: 2025-07-15