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An improved implementation (based on k-nearest neighbors) of the density peak clustering algorithm, originally described by Alex Rodriguez and Alessandro Laio (Science, 2014 vol. 344). It can handle large datasets (> 100, 000 samples) very efficiently. It was initially implemented by Thomas Lin Pedersen, with inputs from Sean Hughes and later improved by Xiaojie Qiu to handle large datasets with kNNs.

copied from cf-staging / r-densityclust
Type Size Name Uploaded Downloads Labels
conda 185.0 kB | win-64/r-densityclust-0.3.3-r44h8ae3a7c_1.conda  9 months and 14 days ago 255 main
conda 183.7 kB | win-64/r-densityclust-0.3.3-r43h8ae3a7c_1.conda  9 months and 14 days ago 245 main
conda 166.4 kB | osx-64/r-densityclust-0.3.3-r44h25d921d_1.conda  9 months and 14 days ago 233 main
conda 165.5 kB | osx-64/r-densityclust-0.3.3-r43h25d921d_1.conda  9 months and 14 days ago 196 main
conda 171.5 kB | linux-64/r-densityclust-0.3.3-r44h0d4f4ea_1.conda  9 months and 14 days ago 1033 main
conda 170.6 kB | linux-64/r-densityclust-0.3.3-r43h0d4f4ea_1.conda  9 months and 14 days ago 1047 main
conda 190.6 kB | win-64/r-densityclust-0.3.3-r41ha856d6a_0.conda  1 year and 2 months ago 269 main
conda 165.7 kB | osx-64/r-densityclust-0.3.3-r42h29979af_0.conda  1 year and 2 months ago 210 main
conda 165.5 kB | osx-64/r-densityclust-0.3.3-r43h29979af_0.conda  1 year and 2 months ago 224 main
conda 171.0 kB | linux-64/r-densityclust-0.3.3-r42ha503ecb_0.conda  1 year and 2 months ago 1370 main
conda 170.6 kB | linux-64/r-densityclust-0.3.3-r43ha503ecb_0.conda  1 year and 2 months ago 1378 main
conda 110.1 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_2.conda  1 year and 10 months ago 475 main
conda 107.4 kB | osx-64/r-densityclust-0.3.2-r42hac7d2d5_2.conda  1 year and 10 months ago 230 main
conda 107.2 kB | osx-64/r-densityclust-0.3.2-r43hac7d2d5_2.conda  1 year and 10 months ago 224 main
conda 110.7 kB | linux-64/r-densityclust-0.3.2-r43ha503ecb_2.conda  1 year and 10 months ago 1614 main
conda 110.7 kB | linux-64/r-densityclust-0.3.2-r42ha503ecb_2.conda  1 year and 10 months ago 1596 main
conda 121.6 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_1.tar.bz2  2 years and 6 months ago 549 main
conda 117.4 kB | osx-64/r-densityclust-0.3.2-r42h49197e3_1.tar.bz2  2 years and 6 months ago 72 main
conda 117.3 kB | osx-64/r-densityclust-0.3.2-r41h49197e3_1.tar.bz2  2 years and 6 months ago 84 main
conda 122.1 kB | linux-64/r-densityclust-0.3.2-r42h7525677_1.tar.bz2  2 years and 6 months ago 1940 main
conda 122.0 kB | linux-64/r-densityclust-0.3.2-r41h7525677_1.tar.bz2  2 years and 6 months ago 2490 main
conda 126.5 kB | win-64/r-densityclust-0.3.2-r40ha856d6a_0.tar.bz2  2 years and 11 months ago 693 main
conda 121.3 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_0.tar.bz2  2 years and 11 months ago 694 main
conda 117.8 kB | osx-64/r-densityclust-0.3.2-r41h8619c4b_0.tar.bz2  2 years and 11 months ago 93 main
conda 117.3 kB | osx-64/r-densityclust-0.3.2-r40h8619c4b_0.tar.bz2  2 years and 11 months ago 102 main

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