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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
|
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 |
Reference manual: | nmslibR.pdf |
Vignettes: |
Non Metric Space ( Approximate ) Library in R |
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 |
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These binaries (installable software) and packages are in development.
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