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
Depends: R (≥ 4.0.0)
Suggests: chemometrics, mvtnorm
Published: 2024-01-12
DOI: 10.32614/CRAN.package.FNN
Author: Alina Beygelzimer, Sham Kakadet and John Langford (cover tree library), Sunil Arya and David Mount (ANN library 1.1.2 for the kd-tree approach), Shengqiao Li
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


Reference manual: FNN.pdf


Package source: FNN_1.1.4.tar.gz
Windows binaries: r-devel: FNN_1.1.4.zip, r-release: FNN_1.1.4.zip, r-oldrel: FNN_1.1.4.zip
macOS binaries: r-release (arm64): FNN_1.1.4.tgz, r-oldrel (arm64): FNN_1.1.4.tgz, r-release (x86_64): FNN_1.1.4.tgz, r-oldrel (x86_64): FNN_1.1.4.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, crmReg, customizedTraining, daltoolbox, damAOI, deepgp, densityClust, DepecheR, DSWE, ECoL, EmbedSOM, evclass, evclust, exdqlm, ExNRuleEnsemble, first, fpcb, gainML, GloScope, GpGp, GPvecchia, gstat, GWmodel, hextri, Hmsc, ider, imbalance, intRinsic, KCSKNNShiny, KNNShiny, ks, less, LilRhino, LOMAR, mateable, meshed, metamer, miceRanger, missRanger, mlquantify, MOEADr, msImpute, musclesyneRgies, noisemodel, OkNNE, outForest, PINSPlus, pmlbr, pRoloc, RaceID, RaSEn, rchemo, rgnoisefilt, sambia, sansa, scgwr, Sconify, semidist, shattering, SmartMeterAnalytics, smotefamily, SMOTEWB, SpatialDDLS, spmoran, SRTsim, stray, supercompress, TDA, toweranNA, trafo, uwot, varrank, VoxR, waywiser, xkcdcolors
Reverse suggests: BiocNeighbors, cmsafvis, destiny, dobin, gcKrig, gmGeostats, image.dlib, knn.covertree, mlr, mlrCPO, rainette, sdcSpatial, sits, stars, superml, Surrogate


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