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FNN: Fast Nearest Neighbor Search Algorithms and Applications

Cover-tree and kd-tree fast k-nearest neighbor search algorithms and related applications including KNN classification, regression and information measures are implemented.

Version: 1.1.4.1
Depends: R (≥ 4.0.0)
Suggests: chemometrics, mvtnorm
Published: 2024-09-22
DOI: 10.32614/CRAN.package.FNN
Author: Alina Beygelzimer [aut] (cover tree library), Sham Kakadet [aut] (cover tree library), John Langford [aut] (cover tree library), Sunil Arya [aut] (ANN library 1.1.2 for the kd-tree approach), David Mount [aut] (ANN library 1.1.2 for the kd-tree approach), Shengqiao Li [aut, cre]
Maintainer: Shengqiao Li <lishengqiao at yahoo.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
Copyright: ANN Copyright (c) 1997-2010 University of Maryland and Sunil Arya and David Mount. All Rights Reserved.
FNN copyright details
NeedsCompilation: yes
Materials: ChangeLog
CRAN checks: FNN results

Documentation:

Reference manual: FNN.pdf

Downloads:

Package source: FNN_1.1.4.1.tar.gz
Windows binaries: r-devel: FNN_1.1.4.1.zip, r-release: FNN_1.1.4.1.zip, r-oldrel: FNN_1.1.4.1.zip
macOS binaries: r-release (arm64): FNN_1.1.4.1.tgz, r-oldrel (arm64): FNN_1.1.4.1.tgz, r-release (x86_64): FNN_1.1.4.1.tgz, r-oldrel (x86_64): FNN_1.1.4.1.tgz
Old sources: FNN archive

Reverse dependencies:

Reverse depends: fCI, freqparcoord, HDoutliers, HellCor, IndepTest, MBC, probout, regtools, scCAN
Reverse imports: adamethods, agghoo, amt, Anthropometry, atakrig, autoFRK, bapred, BayesNSGP, bigdatadist, Canek, CAST, cccd, cicero, clap, cmsaf, cmsafops, colors3d, cooltools, crmReg, customizedTraining, daltoolbox, damAOI, deepgp, densityClust, DepecheR, DSWE, ECoL, EmbedSOM, evclass, evclust, exdqlm, ExNRuleEnsemble, first, fpcb, gainML, GloScope, GpGp, GPvecchia, gstat, GWmodel, hextri, Hmsc, HVT, ider, imbalance, immunaut, intRinsic, KCSKNNShiny, KNNShiny, ks, less, LilRhino, LOMAR, mateable, meshed, metamer, miceRanger, missRanger, mlquantify, MOEADr, msImpute, musclesyneRgies, noisemodel, OkNNE, outForest, PINSPlus, pRoloc, RaceID, RaSEn, rchemo, rgnoisefilt, sambia, sansa, scgwr, Sconify, semidist, shattering, SmartMeterAnalytics, smotefamily, SMOTEWB, SpatialDDLS, spmoran, SRTsim, stray, supercompress, TDA, toweranNA, trafo, utsf, uwot, varrank, VoxR, waywiser, xkcdcolors
Reverse suggests: amadeus, cmsafvis, destiny, dobin, gcKrig, gmGeostats, knn.covertree, mlr, mlrCPO, rainette, sdcSpatial, sits, stars, superml, Surrogate, WASP

Linking:

Please use the canonical form https://CRAN.R-project.org/package=FNN to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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