dtwclust
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.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (7 non-OK)
CRAN incoming feasibility
Maintainer: ‘Alexis Sarda <alexis.sarda@gmail.com>’
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Authors@R: c(person(given = "Alexis",
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person(given = "Alexis",
family = "Sarda",
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CRAN incoming feasibility
Maintainer: ‘Alexis Sarda <alexis.sarda@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Alexis",
family = "Sarda-Espinosa",
role = "aut"),
person(given = "Alexis",
family = "Sarda",
role = "cre",
email = "alexis.sarda@gmail.com"))
as necessary.
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 9.2Mb
sub-directories of 1Mb or more:
doc 2.1Mb
libs 5.6Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
installed package size
installed size is 9.2Mb
sub-directories of 1Mb or more:
doc 2.1Mb
libs 5.6Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.
Check History
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Alexis Sarda <alexis.sarda@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Alexis",
family = "Sarda-Espinosa",
role = "aut"),
person(given = "Alexis",
family = "Sarda",
role = "cre",
email = "alexis.sarda@gmail.com"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Alexis Sarda <alexis.sarda@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Alexis",
family = "Sarda-Espinosa",
role = "aut"),
person(given = "Alexis",
family = "Sarda",
role = "cre",
email = "alexis.sarda@gmail.com"))
as necessary.
installed package size
installed size is 9.2Mb
sub-directories of 1Mb or more:
doc 2.1Mb
libs 5.6Mb
installed package size
installed size is 9.2Mb
sub-directories of 1Mb or more:
doc 2.1Mb
libs 5.6Mb
for GNU extensions in Makefiles
GNU make is a SystemRequirements.