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.
| Version: | 1.0.4 |
| 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 |
| Published: | 2020-03-08 |
| 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)) |
| Maintainer: | Lampros Mouselimis <mouselimislampros at gmail.com> |
| BugReports: | https://github.com/mlampros/nmslibR/issues |
| License: | GPL-3 |
| Copyright: | inst/COPYRIGHTS nmslibR copyright details |
| URL: | https://github.com/mlampros/nmslibR |
| NeedsCompilation: | yes |
| 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. |
| Materials: | README NEWS |
| CRAN checks: | nmslibR results |
| Reference manual: | nmslibR.pdf |
| Vignettes: |
Non Metric Space ( Approximate ) Library in R |
| Package source: | nmslibR_1.0.4.tar.gz |
| Windows binaries: | r-devel: nmslibR_1.0.4.zip, r-release: nmslibR_1.0.4.zip, r-oldrel: nmslibR_1.0.4.zip |
| macOS binaries: | r-release: nmslibR_1.0.4.tgz, r-oldrel: nmslibR_1.0.4.tgz |
| Old sources: | nmslibR archive |
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