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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 several built-in similarity/distance measures, computation of correlation, cosine similarity and Euclidean distance is particularly fast.

Version: 0.4.1
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: 2024-04-07
DOI: 10.32614/CRAN.package.proxyC
Author: Kohei Watanabe ORCID iD [cre, aut, cph], Robrecht Cannoodt ORCID 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
NeedsCompilation: yes
Materials: README NEWS
CRAN checks: proxyC results

Documentation:

Reference manual: proxyC.pdf
Vignettes: Similarity and Distance Measures in proxyC

Downloads:

Package source: proxyC_0.4.1.tar.gz
Windows binaries: r-devel: proxyC_0.4.1.zip, r-release: proxyC_0.4.1.zip, r-oldrel: proxyC_0.4.1.zip
macOS binaries: r-release (arm64): proxyC_0.4.1.tgz, r-oldrel (arm64): proxyC_0.4.1.tgz, r-release (x86_64): proxyC_0.4.1.tgz, r-oldrel (x86_64): proxyC_0.4.1.tgz
Old sources: proxyC archive

Reverse dependencies:

Reverse depends: seededlda
Reverse imports: applicable, dynutils, immcp, LSX, quanteda.textstats, scClassify, scFeatures, scMerge, SimBu
Reverse suggests: simona

Linking:

Please use the canonical form https://CRAN.R-project.org/package=proxyC to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.