Package: dtwclust
Type: Package
Title: Time Series Clustering Along with Optimizations for the Dynamic
        Time Warping Distance
Description: 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. Implementations of
        DTW barycenter averaging, a distance based on global alignment
        kernels, and the soft-DTW distance and centroid routines are
        also provided. All included distance functions have custom
        loops optimized for the calculation of cross-distance matrices,
        including parallelization support. Several cluster validity
        indices are included.
Version: 6.0.0.9000
Depends: R (>= 3.3.0), methods, proxy (>= 0.4-16), dtw
Imports: parallel, stats, utils, clue, cluster, dplyr, flexclust,
        foreach, ggplot2, ggrepel, rlang, Matrix (>= 1.5-0), RSpectra,
        Rcpp, RcppParallel (>= 4.4.0), reshape2, shiny, shinyjs
LinkingTo: Rcpp, RcppArmadillo, RcppParallel, RcppThread
Suggests: doParallel, iterators, knitr, rmarkdown, testthat
Date: 2025-09-06
Authors@R: c(
        person("Alexis", "Sarda-Espinosa", role=c("cre", "aut"), email="alexis.sarda@gmail.com")
    )
BugReports: https://github.com/asardaes/dtwclust/issues
License: GPL-3
URL: https://github.com/asardaes/dtwclust
NeedsCompilation: yes
SystemRequirements: GNU make
Encoding: UTF-8
LazyData: TRUE
RoxygenNote: 7.3.3
Roxygen: list(markdown = TRUE)
VignetteBuilder: knitr
Config/testthat/edition: 3
Collate: 'CENTROIDS-dba.R' 'CENTROIDS-pam.R' 'CENTROIDS-sdtw-cent.R'
        'CENTROIDS-shape-extraction.R' 'CLUSTERING-all-cent2.R'
        'CLUSTERING-compare-clusterings.R'
        'CLUSTERING-cvi-evaluators.R' 'CLUSTERING-ddist2.R'
        'CLUSTERING-partitional-fuzzy.R'
        'CLUSTERING-repeat-clustering.R' 'CLUSTERING-tadpole.R'
        'CLUSTERING-tsclust-controls.R' 'CLUSTERING-tsclust.R'
        'DISTANCES-dtw-basic.R' 'DISTANCES-dtw-lb.R' 'DISTANCES-dtw2.R'
        'DISTANCES-gak.R' 'DISTANCES-lb-improved.R'
        'DISTANCES-lb-keogh.R' 'DISTANCES-sbd.R' 'DISTANCES-sdtw.R'
        'GENERICS-cvi.R' 'RD-helpers.R' 'S4-Distmat.R'
        'S4-DistmatLowerTriangular.R' 'S4-PairTracker.R'
        'S4-SparseDistmat.R' 'S4-tsclustFamily.R'
        'S4-TSClusters-classes.R' 'S4-TSClusters-methods.R'
        'SHINY-interactive-clustering.R' 'SHINY-ssdtwclust.R'
        'SHINY-utils.R' 'UTILS-as-methods.R' 'UTILS-compute-envelope.R'
        'UTILS-data.R' 'UTILS-expressions.R' 'UTILS-globals-internal.R'
        'UTILS-nccc.R' 'UTILS-reinterpolate.R' 'UTILS-rng.R'
        'UTILS-tslist.R' 'UTILS-utils.R' 'UTILS-zscore.R' 'pkg.R'
Config/pak/sysreqs: cmake make libicu-dev libuv1-dev zlib1g-dev
Repository: https://asardaes.r-universe.dev
Date/Publication: 2026-02-01 21:30:32 UTC
RemoteUrl: https://github.com/asardaes/dtwclust
RemoteRef: HEAD
RemoteSha: f92f9a3f56ca1379e0f09af07973eaa2174cc3e9
Packaged: 2026-07-06 06:26:24 UTC; root
Author: Alexis Sarda-Espinosa [cre, aut]
Maintainer: Alexis Sarda-Espinosa <alexis.sarda@gmail.com>