knn.covertree: An Accurate kNN Implementation with Multiple Distance Measures
Similarly to the 'FNN' package, this package allows calculation of the k nearest neighbors (kNN) of a data matrix. The implementation is based on cover trees introduced by Alina Beygelzimer, Sham Kakade, and John Langford (2006) <doi:10.1145/1143844.1143857>.
| Version: | 1.0 |
| Imports: | Rcpp (≥ 1.0.2), RcppEigen (≥ 0.3.3.5.0), Matrix, methods |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | testthat, FNN |
| Published: | 2019-10-28 |
| DOI: | 10.32614/CRAN.package.knn.covertree |
| Author: | Philipp Angerer 
[cre, aut],
David Crane [cph, aut] |
| Maintainer: | Philipp Angerer <philipp.angerer at helmholtz-muenchen.de> |
| BugReports: | https://github.com/flying-sheep/knn.covertree/issues |
| License: | AGPL-3 |
| URL: | https://github.com/flying-sheep/knn.covertree |
| NeedsCompilation: | yes |
| SystemRequirements: | C++11 |
| Materials: | README |
| CRAN checks: | knn.covertree results |
Documentation:
| Reference manual: | knn.covertree.html , knn.covertree.pdf |
Downloads:
| Package source: | knn.covertree_1.0.tar.gz |
| Windows binaries: | r-devel: knn.covertree_1.0.zip, r-release: knn.covertree_1.0.zip, r-oldrel: knn.covertree_1.0.zip |
| macOS binaries: | r-release (arm64): knn.covertree_1.0.tgz, r-oldrel (arm64): knn.covertree_1.0.tgz, r-release (x86_64): knn.covertree_1.0.tgz, r-oldrel (x86_64): knn.covertree_1.0.tgz |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=knn.covertree to link to this page.