Package: nmslibR
Type: Package
Title: Non Metric Space (Approximate) Library
Version: 1.0.6
Date: 2021-09-11
Authors@R: c( person("Lampros", "Mouselimis", email = "mouselimislampros@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "https://orcid.org/0000-0002-8024-1546")), 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)") )
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/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.
License: Apache License (>= 2)
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)
Encoding: UTF-8
Depends: R(>= 3.2.3)
Imports: Rcpp (>= 0.12.7), reticulate, R6, Matrix, KernelKnn, utils
LinkingTo: Rcpp, RcppArmadillo (>= 0.8.0)
Suggests: testthat, covr, knitr, rmarkdown
VignetteBuilder: knitr
RoxygenNote: 7.1.1
NeedsCompilation: yes
Packaged: 2021-09-11 14:33:17 UTC; lampros
Author: Lampros Mouselimis [aut, cre] (<https://orcid.org/0000-0002-8024-1546>),
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@gmail.com>
Repository: CRAN
Date/Publication: 2021-09-11 15:00:02 UTC