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proxyC: Computes Proximity in Large Sparse Matrices

Computes proximity between rows or columns of large matrices efficiently in C++. Functions are optimised for large sparse matrices using the Armadillo and Intel TBB libraries. Among various built-in similarity/distance measures, computation of correlation, cosine similarity, Dice coefficient and Euclidean distance is particularly fast.

Version:0.5.2
Depends:R (≥ 3.1.0), methods
Imports:Matrix (≥ 1.2),Rcpp (≥ 0.12.12)
LinkingTo:Rcpp,RcppArmadillo (≥ 0.7.600.1.0)
Suggests:testthat,entropy,proxy,knitr,rmarkdown
Published:2025-04-25
DOI:10.32614/CRAN.package.proxyC
Author:Kohei WatanabeORCID iD [cre, aut, cph], Robrecht CannoodtORCID iD [aut]
Maintainer:Kohei Watanabe <watanabe.kohei at gmail.com>
BugReports:https://github.com/koheiw/proxyC/issues
License:GPL-3
URL:https://github.com/koheiw/proxyC,https://koheiw.github.io/proxyC/
NeedsCompilation:yes
Materials:README,NEWS
CRAN checks:proxyC results

Documentation:

Reference manual:proxyC.html ,proxyC.pdf
Vignettes:Similarity and Distance Measures in proxyC (source,R code)

Downloads:

Package source: proxyC_0.5.2.tar.gz
Windows binaries: r-devel:proxyC_0.5.2.zip, r-release:proxyC_0.5.2.zip, r-oldrel:proxyC_0.5.2.zip
macOS binaries: r-release (arm64):proxyC_0.5.2.tgz, r-oldrel (arm64):proxyC_0.5.2.tgz, r-release (x86_64):proxyC_0.5.2.tgz, r-oldrel (x86_64):proxyC_0.5.2.tgz
Old sources: proxyC archive

Reverse dependencies:

Reverse imports:applicable,dynutils,GeDi,LSX,quanteda.textstats,scClassify,scMerge,seededlda,SimBu,wordvector
Reverse suggests:plotthis,simona

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=proxyCto link to this page.


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