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 |
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 |
Reference manual: | knn.covertree.pdf |
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: knn.covertree_1.0.tgz, r-oldrel: knn.covertree_1.0.tgz |
Reverse imports: | destiny |
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