Package: nmslibR
Type: Package
Title: Non Metric Space (Approximate) Library
Version: 1.0.4
Date: 2020-03-08
Authors@R: c( person("Lampros", "Mouselimis", email = "mouselimislampros@gmail.com", role = c("aut", "cre")), person("B.", "Naidan", role = "cph", comment = "Author of the Non-Metric Space Library (NMSLIB)"), person("L.", "Boytsov", role = "cph", comment = "Author of the Non-Metric Space Library (NMSLIB)"), person("Yu.", "Malkov", role = "cph", comment = "Author of the Non-Metric Space Library (NMSLIB)"), person("B.", "Frederickson", role = "cph", comment = "Author of the Non-Metric Space Library (NMSLIB)"), person("D.", "Novak", role = "cph", comment = "Author of the Non-Metric Space Library (NMSLIB)") )
Maintainer: Lampros Mouselimis <mouselimislampros@gmail.com>
BugReports: https://github.com/mlampros/nmslibR/issues
URL: https://github.com/mlampros/nmslibR
Description: 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/searchivarius/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/searchivarius/nmslib> 'Python' Library.
License: GPL-3
Copyright: inst/COPYRIGHTS
SystemRequirements: Python (>= 2.7), nmslib ( >= 1.7.1), scipy ( >=
        1.0.0), numpy ( >= 1.14.0). Detailed installation instructions
        for each operating system can be found in the README file.
Encoding: UTF-8
LazyData: true
Depends: R(>= 3.2.3)
Imports: Rcpp (>= 0.12.7), reticulate, R6, Matrix, KernelKnn, utils
LinkingTo: Rcpp, RcppArmadillo (>= 0.8.0)
RoxygenNote: 7.0.2
Suggests: testthat, covr, knitr, rmarkdown
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2020-03-08 10:49:34 UTC; lampros
Author: Lampros Mouselimis [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))
Repository: CRAN
Date/Publication: 2020-03-08 11:10:02 UTC
Built: R 4.1.0; x86_64-w64-mingw32; 2020-08-03 08:50:09 UTC; windows
Archs: i386, x64
