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: | 1.1 |
| Imports: | Rcpp (≥ 1.0.2),RcppEigen (≥ 0.3.3.5.0),Matrix, methods |
| LinkingTo: | Rcpp,RcppEigen |
| Suggests: | testthat,FNN |
| Published: | 2025-12-08 |
| 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 |
| Materials: | README |
| CRAN checks: | knn.covertree results |
Documentation:
| Reference manual: | knn.covertree.html ,knn.covertree.pdf |
Downloads:
| Package source: | knn.covertree_1.1.tar.gz |
| Windows binaries: | r-devel:knn.covertree_1.0.zip, r-release:knn.covertree_1.1.zip, r-oldrel:knn.covertree_1.1.zip |
| macOS binaries: | r-release (arm64):knn.covertree_1.1.tgz, r-oldrel (arm64):knn.covertree_1.1.tgz, r-release (x86_64):knn.covertree_1.1.tgz, r-oldrel (x86_64):knn.covertree_1.1.tgz |
| Old sources: | knn.covertree archive |
Reverse dependencies:
| Reverse imports: | destiny |
Linking:
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