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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 3.0 MB | osx-64/r-dtwclust-5.5.7-r40h9951f98_0.tar.bz2  3 years and 2 months ago 86 main
conda 3.0 MB | linux-64/r-dtwclust-5.5.7-r40h03ef668_0.tar.bz2  3 years and 2 months ago 2136 main
conda 3.0 MB | linux-64/r-dtwclust-5.5.7-r41h03ef668_0.tar.bz2  3 years and 2 months ago 2198 main
conda 3.2 MB | win-64/r-dtwclust-5.5.6-r40ha856d6a_1.tar.bz2  3 years and 9 months ago 815 main
conda 3.1 MB | win-64/r-dtwclust-5.5.6-r41ha856d6a_1.tar.bz2  3 years and 9 months ago 815 main
conda 3.1 MB | osx-64/r-dtwclust-5.5.6-r41h9951f98_1.tar.bz2  3 years and 9 months ago 146 main
conda 3.1 MB | osx-64/r-dtwclust-5.5.6-r40h9951f98_1.tar.bz2  3 years and 9 months ago 146 main
conda 3.1 MB | linux-64/r-dtwclust-5.5.6-r40h03ef668_1.tar.bz2  3 years and 9 months ago 2420 main
conda 3.2 MB | linux-64/r-dtwclust-5.5.6-r41h03ef668_1.tar.bz2  3 years and 9 months ago 2446 main
conda 3.1 MB | win-64/r-dtwclust-5.5.6-r40h796a38f_1.tar.bz2  4 years and 10 months ago 1042 main
conda 3.2 MB | win-64/r-dtwclust-5.5.6-r36h796a38f_1.tar.bz2  4 years and 10 months ago 1064 main
conda 3.1 MB | osx-64/r-dtwclust-5.5.6-r36hc5da6b9_1.tar.bz2  4 years and 10 months ago 337 main
conda 3.1 MB | osx-64/r-dtwclust-5.5.6-r40hc5da6b9_1.tar.bz2  4 years and 10 months ago 340 main
conda 3.2 MB | linux-64/r-dtwclust-5.5.6-r40h0357c0b_1.tar.bz2  4 years and 10 months ago 3228 main
conda 3.1 MB | linux-64/r-dtwclust-5.5.6-r36h0357c0b_1.tar.bz2  4 years and 10 months ago 3224 main
conda 3.2 MB | win-64/r-dtwclust-5.5.6-r36h796a38f_0.tar.bz2  5 years and 3 months ago 1198 main cf202003
conda 3.2 MB | win-64/r-dtwclust-5.5.6-r35h796a38f_0.tar.bz2  5 years and 3 months ago 1178 main cf202003
conda 3.2 MB | linux-64/r-dtwclust-5.5.6-r35h0357c0b_0.tar.bz2  5 years and 3 months ago 3522 main cf202003
conda 3.2 MB | linux-64/r-dtwclust-5.5.6-r36h0357c0b_0.tar.bz2  5 years and 3 months ago 3551 main cf202003
conda 3.2 MB | win-64/r-dtwclust-5.5.5-r36h796a38f_0.tar.bz2  5 years and 4 months ago 1301 main cf202003
conda 3.1 MB | osx-64/r-dtwclust-5.5.5-r35hc5da6b9_0.tar.bz2  5 years and 4 months ago 398 main cf202003
conda 3.1 MB | osx-64/r-dtwclust-5.5.5-r36hc5da6b9_0.tar.bz2  5 years and 4 months ago 405 main cf202003
conda 3.2 MB | linux-64/r-dtwclust-5.5.5-r35h0357c0b_0.tar.bz2  5 years and 4 months ago 3654 main cf202003
conda 3.1 MB | linux-64/r-dtwclust-5.5.5-r36h0357c0b_0.tar.bz2  5 years and 4 months ago 3721 main cf202003
conda 3.1 MB | win-64/r-dtwclust-5.5.4-r35h796a38f_0.tar.bz2  5 years and 6 months ago 1357 main cf202003
conda 3.1 MB | win-64/r-dtwclust-5.5.4-r36h796a38f_0.tar.bz2  5 years and 6 months ago 1380 main cf202003
conda 3.1 MB | osx-64/r-dtwclust-5.5.4-r35hf99fc2c_0.tar.bz2  5 years and 6 months ago 355 main cf202003
conda 3.0 MB | osx-64/r-dtwclust-5.5.4-r36hf99fc2c_0.tar.bz2  5 years and 6 months ago 356 main cf202003
conda 3.1 MB | linux-64/r-dtwclust-5.5.4-r36h0357c0b_0.tar.bz2  5 years and 6 months ago 3794 main cf202003
conda 3.1 MB | linux-64/r-dtwclust-5.5.4-r35h0357c0b_0.tar.bz2  5 years and 6 months ago 3860 main cf202003
conda 3.1 MB | win-64/r-dtwclust-5.5.3-r35h796a38f_1.tar.bz2  5 years and 7 months ago 1391 main cf202003
conda 3.1 MB | win-64/r-dtwclust-5.5.3-r36h796a38f_1.tar.bz2  5 years and 7 months ago 1368 main cf202003
conda 3.1 MB | osx-64/r-dtwclust-5.5.3-r36hf99fc2c_1.tar.bz2  5 years and 7 months ago 362 main cf202003
conda 3.2 MB | osx-64/r-dtwclust-5.5.3-r35hf99fc2c_1.tar.bz2  5 years and 7 months ago 364 main cf202003
conda 3.1 MB | linux-64/r-dtwclust-5.5.3-r35h0357c0b_1.tar.bz2  5 years and 7 months ago 3920 main cf202003
conda 3.1 MB | linux-64/r-dtwclust-5.5.3-r36h0357c0b_1.tar.bz2  5 years and 7 months ago 3878 main cf202003
conda 3.2 MB | osx-64/r-dtwclust-5.5.3-r351hf99fc2c_0.tar.bz2  5 years and 8 months ago 362 main cf202003
conda 3.1 MB | win-64/r-dtwclust-5.5.3-r351h796a38f_0.tar.bz2  5 years and 8 months ago 1407 main cf202003
conda 3.1 MB | linux-64/r-dtwclust-5.5.3-r351h0357c0b_0.tar.bz2  5 years and 8 months ago 3928 main cf202003
conda 3.1 MB | win-64/r-dtwclust-5.5.2-r351h6115d3f_0.tar.bz2  6 years and 11 days ago 1515 main cf202003
conda 3.2 MB | osx-64/r-dtwclust-5.5.2-r351h466af19_0.tar.bz2  6 years and 11 days ago 368 main cf202003
conda 3.1 MB | linux-64/r-dtwclust-5.5.2-r351h29659fb_0.tar.bz2  6 years and 11 days ago 4274 main cf202003
conda 3.2 MB | osx-64/r-dtwclust-5.5.1-r351h466af19_0.tar.bz2  6 years and 1 month ago 359 main cf202003
conda 3.1 MB | win-64/r-dtwclust-5.5.1-r351h6115d3f_0.tar.bz2  6 years and 1 month ago 1534 main cf202003
conda 3.1 MB | linux-64/r-dtwclust-5.5.1-r351h29659fb_0.tar.bz2  6 years and 1 month ago 4310 main cf202003

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