The Nearest Neighbor Descent method for finding approximate nearest neighbors by Dong and co-workers (2010) <doi:10.1145/1963405.1963487>. Based on the 'Python' package 'PyNNDescent' <https://github.com/lmcinnes/pynndescent>.
| Version: | 0.1.8 |
| Imports: | dqrng, Matrix (≥ 1.3-0), methods, Rcpp |
| LinkingTo: | BH, dqrng, Rcpp, sitmo |
| Suggests: | covr, knitr, rmarkdown, testthat |
| Published: | 2025-09-05 |
| DOI: | 10.32614/CRAN.package.rnndescent |
| Author: | James Melville [aut, cre, cph], Vitalie Spinu [ctb], Ralf Stubner [ctb] |
| Maintainer: | James Melville <jlmelville at gmail.com> |
| BugReports: | https://github.com/jlmelville/rnndescent/issues |
| License: | GPL (≥ 3) |
| URL: | https://jlmelville.github.io/rnndescent/, https://github.com/jlmelville/rnndescent |
| NeedsCompilation: | yes |
| SystemRequirements: | C++17 |
| Materials: | NEWS |
| CRAN checks: | rnndescent results |
| Reference manual: | rnndescent.html , rnndescent.pdf |
| Vignettes: |
Brute Force Search (source, R code) Hubness (source, R code) Metrics (source, R code) Nearest Neighbor Descent (source, R code) Querying Data (source, R code) Random Partition Forests (source, R code) rnndescent (source, R code) |
| Package source: | rnndescent_0.1.8.tar.gz |
| Windows binaries: | r-devel: rnndescent_0.1.8.zip, r-release: rnndescent_0.1.8.zip, r-oldrel: rnndescent_0.1.8.zip |
| macOS binaries: | r-release (arm64): rnndescent_0.1.8.tgz, r-oldrel (arm64): rnndescent_0.1.8.tgz, r-release (x86_64): rnndescent_0.1.8.tgz, r-oldrel (x86_64): rnndescent_0.1.8.tgz |
| Old sources: | rnndescent archive |
| Reverse imports: | bbknnR, blocking |
| Reverse suggests: | uwot |
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