TSdist, TSclust, cluster, doParallel, knitr, rmarkdown,
testthat
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 and a distance based on global alignment kernels
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.
'DBA.R' 'Distmat.R' 'GAK.R' 'NCCc.R' 'SBD.R' 'utils.R' 'pkg.R'
'SparseDistmat.R' 'TADPole.R' 'all-cent.R' 'all-cent2.R'
'as-methods.R' 'compare-clusterings.R' 'compute-envelope.R'
'create-dtwclust.R' 'cvi.R' 'data.R' 'ddist.R' 'ddist2.R'
'dtw-basic.R' 'dtw-lb.R' 'dtw2.R' 'tsclust-family.R'
'tsclust-classes.R' 'dtwclust-classes.R' 'dtwclust-methods.R'
'dtwclust.R' 'fuzzy.R' 'globals-internal.R' 'lb-improved.R'
'lb-keogh.R' 'partitional.R' 'reinterpolate.R'
'shape-extraction.R' 'tsclust-controls.R' 'tsclust-methods.R'
'tsclust.R' 'tslist.R' 'zscore.R'

parallel, stats, utils, bigmemory, clue, cluster, dplyr,
flexclust, foreach, ggplot2, Matrix, RSpectra, Rcpp, reshape2,
rngtools
doParallel, knitr, rmarkdown, testthat, TSclust, TSdist
'DBA.R' 'Distmat.R' 'GAK.R' 'NCCc.R' 'SBD.R' 'SparseDistmat.R'
'TADPole.R' 'tsclust-family.R' 'TSClusters-classes.R' 'cvi.R'
'TSClusters-methods.R' 'all-cent2.R' 'as-methods.R'
'compare-clusterings.R' 'compute-envelope.R' 'data.R'
'ddist2.R' 'dtw-basic.R' 'dtw-lb.R' 'dtw2.R'
'globals-internal.R' 'lb-improved.R' 'lb-keogh.R'
'partitional-fuzzy.R' 'pkg.R' 'reinterpolate.R'
'shape-extraction.R' 'tsclust-controls.R' 'tsclust.R'
'tslist.R' 'utils.R' 'zscore.R'

parallel, stats, utils, bigmemory, clue, cluster, dplyr,
flexclust, foreach, ggplot2, Matrix, nloptr, RSpectra, Rcpp,
reshape2, rngtools
'DBA.R' 'Distmat.R' 'GAK.R' 'NCCc.R' 'SBD.R' 'SparseDistmat.R'
'TADPole.R' 'tsclust-family.R' 'TSClusters-classes.R' 'cvi.R'
'TSClusters-methods.R' 'all-cent2.R' 'as-methods.R'
'compare-clusterings.R' 'compute-envelope.R' 'data.R'
'ddist2.R' 'dtw-basic.R' 'dtw-lb.R' 'dtw2.R'
'globals-internal.R' 'lb-improved.R' 'lb-keogh.R'
'partitional-fuzzy.R' 'pkg.R' 'reinterpolate.R' 'sdtw-cent.R'
'sdtw.R' 'shape-extraction.R' 'tsclust-controls.R' 'tsclust.R'
'tslist.R' 'utils.R' 'zscore.R'