dtwclust: Time Series Clustering Along with Optimizations for the Dynamic Time Warping Distance

Time series clustering along with optimized techniques related to the Dynamic Time Warping distance and its corresponding lower bounds. Implementations of partitional, hierarchical, fuzzy, k-Shape and TADPole clustering are available. Functionality can be easily extended with custom distance measures and centroid definitions.

AuthorAlexis Sarda-Espinosa
Date of publication2017-01-08 11:20:09
MaintainerAlexis Sarda <alexis.sarda@gmail.com>
LicenseGPL-3
Version3.1.0
https://github.com/asardaes/dtwclust

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Files in this package

dtwclust
dtwclust/inst
dtwclust/inst/NEWS.Rd
dtwclust/inst/dtwclust-examples.R
dtwclust/inst/doc
dtwclust/inst/doc/dtwclust.pdf
dtwclust/inst/doc/dtwclust.Rnw
dtwclust/tests
dtwclust/tests/testthat.R
dtwclust/tests/testthat
dtwclust/tests/testthat/unit
dtwclust/tests/testthat/unit/cvis.R
dtwclust/tests/testthat/unit/methods.R
dtwclust/tests/testthat/unit/distances.R
dtwclust/tests/testthat/unit/centroids.R
dtwclust/tests/testthat/test-01-unit.R
dtwclust/tests/testthat/integration
dtwclust/tests/testthat/integration/custom-dist.R
dtwclust/tests/testthat/integration/families.R
dtwclust/tests/testthat/integration/proxy.R
dtwclust/tests/testthat/test-06-parallel.R
dtwclust/tests/testthat/test-04-system.R
dtwclust/tests/testthat/regression
dtwclust/tests/testthat/regression/family-distmat.R
dtwclust/tests/testthat/regression/dtwb.R
dtwclust/tests/testthat/regression/custom-dist.R
dtwclust/tests/testthat/regression/cvis.R
dtwclust/tests/testthat/regression/methods.R
dtwclust/tests/testthat/regression/proxy.R
dtwclust/tests/testthat/regression/family-centroids.R
dtwclust/tests/testthat/regression/clusterings.R
dtwclust/tests/testthat/acceptance
dtwclust/tests/testthat/acceptance/dtwb.R
dtwclust/tests/testthat/acceptance/lbs.R
dtwclust/tests/testthat/acceptance/gak.R
dtwclust/tests/testthat/test-05-regression.R
dtwclust/tests/testthat/helper-all.R
dtwclust/tests/testthat/test-03-acceptance.R
dtwclust/tests/testthat/test-02-integration.R
dtwclust/tests/testthat/system
dtwclust/tests/testthat/system/partitional.R
dtwclust/tests/testthat/system/data-formats.R
dtwclust/tests/testthat/system/hierarchical.R
dtwclust/tests/testthat/system/fuzzy.R
dtwclust/tests/testthat/system/preproc.R
dtwclust/tests/testthat/system/invalid-inputs.R
dtwclust/src
dtwclust/src/dtw-basic.c
dtwclust/src/pairs.c
dtwclust/src/logGAK.c
dtwclust/src/envelop.cpp
dtwclust/NAMESPACE
dtwclust/data
dtwclust/data/uciCT.rda
dtwclust/R
dtwclust/R/uciCT.R dtwclust/R/all-cent.R dtwclust/R/lb-improved.R dtwclust/R/utils.R dtwclust/R/compute-envelop.R dtwclust/R/shape-extraction.R dtwclust/R/zscore.R dtwclust/R/partitional.R dtwclust/R/reinterpolate.R dtwclust/R/pkg.R dtwclust/R/dtw-basic.R dtwclust/R/SBD.R dtwclust/R/GAK.R dtwclust/R/dtw2.R dtwclust/R/ddist.R dtwclust/R/fuzzy.R dtwclust/R/dtwclust.R dtwclust/R/DBA.R dtwclust/R/dtwclust-classes.R dtwclust/R/NCCc.R dtwclust/R/create-dtwclust.R dtwclust/R/lb-keogh.R dtwclust/R/dtw-lb.R dtwclust/R/cvi.R dtwclust/R/TADPole.R dtwclust/R/dtwclust-methods.R
dtwclust/vignettes
dtwclust/vignettes/REFERENCES.bib
dtwclust/vignettes/dtwclust.Rnw
dtwclust/MD5
dtwclust/build
dtwclust/build/vignette.rds
dtwclust/DESCRIPTION
dtwclust/man
dtwclust/man/dtw_basic.Rd dtwclust/man/lb_keogh.Rd dtwclust/man/dtwclustControl-class.Rd dtwclust/man/NCCc.Rd dtwclust/man/compute_envelop.Rd dtwclust/man/dtw_lb.Rd dtwclust/man/zscore.Rd dtwclust/man/DBA.Rd dtwclust/man/clusterSim.Rd dtwclust/man/dtw2.Rd dtwclust/man/create_dtwclust.Rd dtwclust/man/TADPole.Rd dtwclust/man/dtwclust-methods.Rd dtwclust/man/cvi.Rd dtwclust/man/reinterpolate.Rd dtwclust/man/lb_improved.Rd dtwclust/man/dtwclust-package.Rd dtwclust/man/dtwclustFamily-class.Rd dtwclust/man/SBD.Rd dtwclust/man/as.matrix.Rd dtwclust/man/dtwclust-class.Rd dtwclust/man/shape_extraction.Rd dtwclust/man/GAK.Rd dtwclust/man/dtwclust.Rd dtwclust/man/uciCT.Rd dtwclust/man/randIndex.Rd

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