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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