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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 SunilArya and David Mount. All Rights Reserved. FNN copyright details
NeedsCompilation:	yes
Materials:	ChangeLog
CRAN checks:	FNN results

Documentation:

Reference manual:

FNN.html ,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
Reverse imports:	abcel,adamethods,agghoo,amt,Anthropometry,aRtsy,atakrig,autoFRK,bapred,BatchQC,BayesNSGP,bhetGP,bigdatadist,BoneDensityMapping,Canek,CAST,cccd,cicero,clap,cmsafops,colors3d,cooltools,crmReg,customizedTraining,daltoolbox,damAOI,deepgp,densityClust,DepecheR,DSWE,ECoL,evclass,exdqlm,ExNRuleEnsemble,first,gainML,GloScope,GpGp,GPvecchia,gstat,GWmodel,hextri,Hmsc,HVT,ider,imbalance,immunaut,intRinsic,KCSKNNShiny,KNNShiny,ks,LCCkNN,less,lgspline,LilRhino,LOMAR,mateable,MD2sample,metamer,MethScope,miceRanger,missRanger,mlquantify,MOEADr,msImpute,musclesyneRgies,noisemodel,OkNNE,outForest,PINSPlus,pmlbr,PointedSDMs,polarisR,pRoloc,RaceID,RaSEn,rchemo,rgnoisefilt,sambia,sansa,scDiagnostics,scgwr,Sconify,semidist,shattering,SimIndep,SmartMeterAnalytics,smotefamily,SMOTEWB,SpaCCI,spmoran,stray,supercompress,TDA,toweranNA,trafo,tspredit,utsf,uwot,VoxR,waywiser,xkcdcolors,YEAB
Reverse suggests:	amadeus,cmsaf,cmsafvis,DataSimilarity,destiny,dobin,FactorHet,gcKrig,gmGeostats,knn.covertree,mlr,mlrCPO,rainette,sdcSpatial,sits,spARI,stars,Surrogate,WASP

Linking:

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