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nmslibR: Non Metric Space (Approximate) Library

A Non-Metric Space Library ('NMSLIB' <https://github.com/nmslib/nmslib>) wrapper, which according to the authors "is an efficient cross-platform similarity search library and a toolkit for evaluation of similarity search methods. The goal of the 'NMSLIB' <https://github.com/nmslib/nmslib> Library is to create an effective and comprehensive toolkit for searching in generic non-metric spaces. Being comprehensive is important, because no single method is likely to be sufficient in all cases. Also note that exact solutions are hardly efficient in high dimensions and/or non-metric spaces. Hence, the main focus is on approximate methods". The wrapper also includes Approximate Kernel k-Nearest-Neighbor functions based on the 'NMSLIB' <https://github.com/nmslib/nmslib> 'Python' Library.

Version: 1.0.7
Depends: R (≥ 3.2.3)
Imports: Rcpp (≥ 0.12.7), reticulate, R6, Matrix, KernelKnn, utils, lifecycle
LinkingTo: Rcpp, RcppArmadillo (≥ 0.8.0)
Suggests: testthat, covr, knitr, rmarkdown
Published: 2023-02-01
DOI: 10.32614/CRAN.package.nmslibR
Author: Lampros Mouselimis ORCID iD [aut, cre], B. Naidan [cph] (Author of the Non-Metric Space Library (NMSLIB)), L. Boytsov [cph] (Author of the Non-Metric Space Library (NMSLIB)), Yu. Malkov [cph] (Author of the Non-Metric Space Library (NMSLIB)), B. Frederickson [cph] (Author of the Non-Metric Space Library (NMSLIB)), D. Novak [cph] (Author of the Non-Metric Space Library (NMSLIB))
Maintainer: Lampros Mouselimis <mouselimislampros at gmail.com>
BugReports: https://github.com/mlampros/nmslibR/issues
License: Apache License (≥ 2.0)
URL: https://github.com/mlampros/nmslibR
NeedsCompilation: yes
SystemRequirements: python3-dev: apt-get install -y python3-dev (deb), python3-pip: apt-get install -y python3-pip (deb), numpy: pip3 install numpy (deb), scipy: pip3 install scipy (deb), nmslib: pip3 install --no-binary :all: nmslib (deb)
Citation: nmslibR citation info
Materials: README NEWS
CRAN checks: nmslibR results

Documentation:

Reference manual: nmslibR.pdf
Vignettes: Non Metric Space ( Approximate ) Library in R

Downloads:

Package source: nmslibR_1.0.7.tar.gz
Windows binaries: r-devel: nmslibR_1.0.7.zip, r-release: nmslibR_1.0.7.zip, r-oldrel: nmslibR_1.0.7.zip
macOS binaries: r-release (arm64): nmslibR_1.0.7.tgz, r-oldrel (arm64): nmslibR_1.0.7.tgz, r-release (x86_64): nmslibR_1.0.7.tgz, r-oldrel (x86_64): nmslibR_1.0.7.tgz
Old sources: nmslibR archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=nmslibR 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.