funcy: Functional Clustering Algorithms

Unified framework to cluster functional data according to one of seven models. All models are based on the projection of the curves onto a basis. The main function funcit() calls wrapper functions for the existing algorithms, so that input parameters are the same. A list is returned with each entry representing the same or extended output for the corresponding method. Method specific as well as general visualization tools are available.

Install the latest version of this package by entering the following in R:
install.packages("funcy")
AuthorChristina Yassouridis [aut, cre], Dominik Ernst [ctb], Madison Giacofci [ctb], Sophie Lambert-Lacroix [ctb], Guillemette Marot [ctb], Franck Picard [ctb], Nicoleta Serban [ctb], Huijing Jiang [ctb], Gareth James [ctb], Catherine Sugar [ctb], Hans-Georg Mueller [ctb], Jie Peng [ctb], Chiou Jeng-Min [ctb], Pai-Ling Li [ctb]
Date of publication2017-02-10 02:26:54
MaintainerChristina Yassouridis <c_ya02@yahoo.de>
LicenseGPL-2
Version0.8.6

View on CRAN

Functions

accordance Man page
bones Man page
calcTime Man page
calcTime,funcyOutList-method Man page
[<-,CClustO,ANY,ANY,ANY-method Man page
[,CClustO,ANY,ANY,ANY-method Man page
[<-,CClustRes,ANY,ANY,ANY-method Man page
[,CClustRes,ANY,ANY,ANY-method Man page
Center Man page
Center,funcyOutList-method Man page
Cluster Man page
Cluster,funcyOutList-method Man page
Cluster,sampleFuncy-method Man page
coerce,list,funcyCtrl-method Man page
Data Man page
Data,sampleFuncy-method Man page
dist2centers Man page
electricity Man page
formatFuncy Man page
formatFuncy,list,character-method Man page
formatFuncy,matrix,character-method Man page
fpca Man page
fpcCtrl Man page
fpcCtrl-class Man page
fpcCtrlMbc Man page
funcit Man page
funcyCtrl Man page
funcyCtrl-class Man page
funcyOut Man page
funcyOut-class Man page
funcyOutList Man page
[[,funcyOutList,ANY,missing-method Man page
funcyOutList-class Man page
genes Man page
getUniCl Man page
label2lowerk Man page
lowflow Man page
makeCommonTime Man page
plotFuncy Man page
plotFuncy,matrix-method Man page
plot,funcyOut,ANY-method Man page
plot,funcyOutList,missing-method Man page
plot,funcyOutMbc-fitfclust,missing-method Man page
plot,funcyOutMbc-fscm,missing-method Man page
plot,funcyOut,missing-method Man page
plotFuncy,sampleFuncy-method Man page
props Man page
props,funcyOutList-method Man page
randIndex,funcyOutList,ANY-method Man page
regFuncy Man page
relabel Man page
relabelMethods Man page
rIMethods Man page
sampleFuncy Man page
summary,CClustRes-method Man page
summary,funcyOutList-method Man page

Files

inst
inst/COPYRIGHTS
tests
tests/testMethods.R
src
src/Makevars
src/fscm.cc
src/math
src/math/math_lib.h
src/math/math_lib_impl.h
src/math/kernel.h
src/math/discrete.h
src/math/discrete.cc
src/fastlib
src/fastlib/fastlib.h
src/base
src/base/ansi_colors.h
src/base/otrav_impl.h
src/base/common.h
src/base/ccmem.cc
src/base/common.c
src/base/cc.h
src/base/fortran.h
src/base/cc.cc
src/base/base.h
src/base/otrav.cc
src/base/otrav.h
src/base/debug.c
src/base/deprecated.h
src/base/compiler.h
src/base/debug.h
src/base/test.h
src/base/basic_types.h
src/base/ccmem.h
src/file
src/file/textfile.cc
src/file/textfile.h
src/libmain.cc
src/data
src/data/crossvalidation.h
src/data/dataset.h
src/data/dataset.cc
src/Makevars.win
src/col
src/col/col_string.h
src/col/fastalloc.h
src/col/heap.h
src/col/intmap.h
src/col/queue.h
src/col/col.cc
src/col/arraylist.h
src/col/rangeset.h
src/fscm.h
src/la
src/la/uselapack.cc
src/la/clapack.h
src/la/blas.h
src/la/la.h
src/la/uselapack.h
src/la/matrix.h
src/par
src/par/task.h
src/par/thread.h
src/par/grain.h
src/fx
src/fx/stopwatch.c
src/fx/fx.h
src/fx/stopwatch.h
src/fx/fx.c
src/fx/datanode.c
src/fx/datanode.h
NAMESPACE
NEWS.md
data
data/electricity.RData
data/genes.RData
data/bones.RData
data/lowflow.RData
R
R/classes.R R/utils.R R/distclust.R R/plot.R R/wrappers.R R/format.R R/plotFSCM.R R/curvclust.R R/functions.R R/plotFPCs.R R/fitfclust.R R/fscm.R R/smoothers.R R/iterSubspace.R R/sampleSet.R R/xecute.R R/classesCurvclust.R R/funPrinComp.R R/Rfscm.R
MD5
DESCRIPTION
man
man/fpcCtrl-class.Rd man/funcyOutList-methods.Rd man/fpca.Rd man/electricity.Rd man/bones.Rd man/funcyCtrl-class.Rd man/CClust-methods.Rd man/lowflow.Rd man/funcyOut-class.Rd man/dist2centers.Rd man/makeCommonTime.Rd man/getUniCl.Rd man/formatFuncy.Rd man/genes.Rd man/accordance.Rd man/regFuncy.Rd man/funcit.Rd man/funcyOutList.Rd man/plotFuncy.Rd man/label2lowerk.Rd man/relabel.Rd man/plot.Rd man/sampleFuncy.Rd man/rIMethods.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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All documentation is copyright its authors; we didn't write any of that.