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.

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

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

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

Please suggest features or report bugs with the GitHub issue tracker.

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