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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.

copied from cf-staging / r-dtwclust
Type Size Name Uploaded Downloads Labels
conda 2.7 MB | win-64/r-dtwclust-6.0.0-r43h8ae3a7c_1.conda  6 months and 23 days ago 423 main
conda 2.7 MB | win-64/r-dtwclust-6.0.0-r44h8ae3a7c_1.conda  6 months and 23 days ago 415 main
conda 2.7 MB | osx-64/r-dtwclust-6.0.0-r44hc83a2cd_1.conda  6 months and 23 days ago 339 main
conda 2.7 MB | osx-64/r-dtwclust-6.0.0-r43hc83a2cd_1.conda  6 months and 23 days ago 309 main
conda 2.7 MB | linux-64/r-dtwclust-6.0.0-r43h93ab643_1.conda  6 months and 23 days ago 936 main
conda 2.7 MB | linux-64/r-dtwclust-6.0.0-r44h93ab643_1.conda  6 months and 23 days ago 914 main
conda 2.7 MB | win-64/r-dtwclust-6.0.0-r41he75b88d_0.conda  7 months and 23 days ago 404 main
conda 2.7 MB | osx-64/r-dtwclust-6.0.0-r43h25d921d_0.conda  7 months and 23 days ago 351 main
conda 2.7 MB | linux-64/r-dtwclust-6.0.0-r43h0d4f4ea_0.conda  7 months and 23 days ago 980 main
conda 2.9 MB | win-64/r-dtwclust-5.5.12-r41ha856d6a_1.conda  1 year and 8 months ago 641 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r43hac7d2d5_1.conda  1 year and 8 months ago 349 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r42hac7d2d5_1.conda  1 year and 8 months ago 371 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r43ha503ecb_1.conda  1 year and 8 months ago 1622 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r42ha503ecb_1.conda  1 year and 8 months ago 1574 main
conda 2.9 MB | win-64/r-dtwclust-5.5.12-r41ha856d6a_0.conda  2 years and 15 days ago 765 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r41h49197e3_0.conda  2 years and 15 days ago 366 main
conda 2.9 MB | osx-64/r-dtwclust-5.5.12-r42h49197e3_0.conda  2 years and 15 days ago 358 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r41h38f115c_0.conda  2 years and 15 days ago 1816 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.12-r42h38f115c_0.conda  2 years and 15 days ago 1873 main
conda 2.8 MB | win-64/r-dtwclust-5.5.11-r41ha856d6a_0.conda  2 years and 3 months ago 825 main
conda 2.8 MB | osx-64/r-dtwclust-5.5.11-r42h49197e3_0.conda  2 years and 3 months ago 398 main
conda 2.8 MB | osx-64/r-dtwclust-5.5.11-r41h49197e3_0.conda  2 years and 3 months ago 386 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.11-r41h38f115c_0.conda  2 years and 3 months ago 1883 main
conda 2.9 MB | linux-64/r-dtwclust-5.5.11-r42h38f115c_0.conda  2 years and 3 months ago 1965 main
conda 3.0 MB | win-64/r-dtwclust-5.5.10-r41ha856d6a_1.tar.bz2  2 years and 5 months ago 534 main
conda 3.0 MB | osx-64/r-dtwclust-5.5.10-r41h49197e3_1.tar.bz2  2 years and 5 months ago 74 main
conda 3.0 MB | osx-64/r-dtwclust-5.5.10-r42h49197e3_1.tar.bz2  2 years and 5 months ago 73 main
conda 3.0 MB | linux-64/r-dtwclust-5.5.10-r41h7525677_1.tar.bz2  2 years and 5 months ago 1850 main
conda 3.0 MB | linux-64/r-dtwclust-5.5.10-r42h7525677_1.tar.bz2  2 years and 5 months ago 1811 main
conda 3.0 MB | win-64/r-dtwclust-5.5.10-r41ha856d6a_0.tar.bz2  2 years and 11 months ago 717 main
conda 3.1 MB | win-64/r-dtwclust-5.5.10-r40ha856d6a_0.tar.bz2  2 years and 11 months ago 720 main
conda 3.0 MB | osx-64/r-dtwclust-5.5.10-r40hc4bb905_0.tar.bz2  2 years and 11 months ago 86 main
conda 3.0 MB | osx-64/r-dtwclust-5.5.10-r41hc4bb905_0.tar.bz2  2 years and 11 months ago 92 main
conda 3.0 MB | linux-64/r-dtwclust-5.5.10-r40h7525677_0.tar.bz2  2 years and 11 months ago 2153 main
conda 3.1 MB | linux-64/r-dtwclust-5.5.10-r41h7525677_0.tar.bz2  2 years and 11 months ago 2166 main
conda 3.1 MB | win-64/r-dtwclust-5.5.9-r40ha856d6a_0.tar.bz2  3 years and 1 day ago 710 main
conda 3.0 MB | win-64/r-dtwclust-5.5.9-r41ha856d6a_0.tar.bz2  3 years and 1 day ago 713 main
conda 3.0 MB | osx-64/r-dtwclust-5.5.9-r40hc4bb905_0.tar.bz2  3 years and 1 day ago 86 main
conda 3.0 MB | osx-64/r-dtwclust-5.5.9-r41hc4bb905_0.tar.bz2  3 years and 1 day ago 82 main
conda 3.1 MB | linux-64/r-dtwclust-5.5.9-r41h7525677_0.tar.bz2  3 years and 1 day ago 2105 main
conda 3.0 MB | linux-64/r-dtwclust-5.5.9-r40h7525677_0.tar.bz2  3 years and 1 day ago 2129 main
conda 3.0 MB | win-64/r-dtwclust-5.5.8-r41ha856d6a_0.tar.bz2  3 years and 1 month ago 733 main
conda 3.1 MB | win-64/r-dtwclust-5.5.8-r40ha856d6a_0.tar.bz2  3 years and 1 month ago 716 main
conda 3.0 MB | osx-64/r-dtwclust-5.5.8-r41h9951f98_0.tar.bz2  3 years and 1 month ago 80 main
conda 3.0 MB | osx-64/r-dtwclust-5.5.8-r40h9951f98_0.tar.bz2  3 years and 1 month ago 84 main
conda 3.0 MB | linux-64/r-dtwclust-5.5.8-r41h03ef668_0.tar.bz2  3 years and 1 month ago 2140 main
conda 3.1 MB | linux-64/r-dtwclust-5.5.8-r40h03ef668_0.tar.bz2  3 years and 1 month ago 2154 main
conda 3.0 MB | win-64/r-dtwclust-5.5.7-r40ha856d6a_0.tar.bz2  3 years and 2 months ago 702 main
conda 3.0 MB | win-64/r-dtwclust-5.5.7-r41ha856d6a_0.tar.bz2  3 years and 2 months ago 705 main
conda 3.0 MB | osx-64/r-dtwclust-5.5.7-r41h9951f98_0.tar.bz2  3 years and 2 months ago 81 main

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