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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  3 months and 5 days ago 126 main
conda 183.7 kB | win-64/r-densityclust-0.3.3-r43h8ae3a7c_1.conda  3 months and 5 days ago 124 main
conda 166.4 kB | osx-64/r-densityclust-0.3.3-r44h25d921d_1.conda  3 months and 5 days ago 126 main
conda 165.5 kB | osx-64/r-densityclust-0.3.3-r43h25d921d_1.conda  3 months and 5 days ago 115 main
conda 171.5 kB | linux-64/r-densityclust-0.3.3-r44h0d4f4ea_1.conda  3 months and 5 days ago 425 main
conda 170.6 kB | linux-64/r-densityclust-0.3.3-r43h0d4f4ea_1.conda  3 months and 5 days ago 456 main
conda 190.6 kB | win-64/r-densityclust-0.3.3-r41ha856d6a_0.conda  8 months and 18 days ago 143 main
conda 165.7 kB | osx-64/r-densityclust-0.3.3-r42h29979af_0.conda  8 months and 18 days ago 136 main
conda 165.5 kB | osx-64/r-densityclust-0.3.3-r43h29979af_0.conda  8 months and 18 days ago 152 main
conda 171.0 kB | linux-64/r-densityclust-0.3.3-r42ha503ecb_0.conda  8 months and 18 days ago 779 main
conda 170.6 kB | linux-64/r-densityclust-0.3.3-r43ha503ecb_0.conda  8 months and 18 days ago 796 main
conda 110.1 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_2.conda  1 year and 4 months ago 353 main
conda 107.4 kB | osx-64/r-densityclust-0.3.2-r42hac7d2d5_2.conda  1 year and 4 months ago 145 main
conda 107.2 kB | osx-64/r-densityclust-0.3.2-r43hac7d2d5_2.conda  1 year and 4 months ago 140 main
conda 110.7 kB | linux-64/r-densityclust-0.3.2-r43ha503ecb_2.conda  1 year and 4 months ago 1039 main
conda 110.7 kB | linux-64/r-densityclust-0.3.2-r42ha503ecb_2.conda  1 year and 4 months ago 1044 main
conda 121.6 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_1.tar.bz2  2 years and 11 days ago 538 main
conda 117.4 kB | osx-64/r-densityclust-0.3.2-r42h49197e3_1.tar.bz2  2 years and 11 days ago 71 main
conda 117.3 kB | osx-64/r-densityclust-0.3.2-r41h49197e3_1.tar.bz2  2 years and 11 days ago 82 main
conda 122.1 kB | linux-64/r-densityclust-0.3.2-r42h7525677_1.tar.bz2  2 years and 11 days ago 1426 main
conda 122.0 kB | linux-64/r-densityclust-0.3.2-r41h7525677_1.tar.bz2  2 years and 11 days ago 1932 main
conda 126.5 kB | win-64/r-densityclust-0.3.2-r40ha856d6a_0.tar.bz2  2 years and 5 months ago 683 main
conda 121.3 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_0.tar.bz2  2 years and 5 months ago 683 main
conda 117.8 kB | osx-64/r-densityclust-0.3.2-r41h8619c4b_0.tar.bz2  2 years and 5 months ago 92 main
conda 117.3 kB | osx-64/r-densityclust-0.3.2-r40h8619c4b_0.tar.bz2  2 years and 5 months ago 101 main
conda 121.1 kB | linux-64/r-densityclust-0.3.2-r40h7525677_0.tar.bz2  2 years and 5 months ago 2497 main
conda 121.6 kB | linux-64/r-densityclust-0.3.2-r41h7525677_0.tar.bz2  2 years and 5 months ago 2123 main
conda 126.3 kB | win-64/r-densityclust-0.3-r40ha856d6a_1006.tar.bz2  2 years and 9 months ago 695 main
conda 120.7 kB | win-64/r-densityclust-0.3-r41ha856d6a_1006.tar.bz2  2 years and 9 months ago 700 main
conda 115.3 kB | osx-64/r-densityclust-0.3-r41h9951f98_1006.tar.bz2  2 years and 9 months ago 82 main
conda 115.0 kB | osx-64/r-densityclust-0.3-r40h9951f98_1006.tar.bz2  2 years and 9 months ago 84 main
conda 122.2 kB | linux-64/r-densityclust-0.3-r41h03ef668_1006.tar.bz2  2 years and 9 months ago 1832 main
conda 121.9 kB | linux-64/r-densityclust-0.3-r40h03ef668_1006.tar.bz2  2 years and 9 months ago 1831 main
conda 125.7 kB | win-64/r-densityclust-0.3-r40ha856d6a_1005.tar.bz2  2 years and 9 months ago 681 main
conda 119.8 kB | win-64/r-densityclust-0.3-r41ha856d6a_1005.tar.bz2  2 years and 9 months ago 693 main
conda 114.0 kB | osx-64/r-densityclust-0.3-r40h9951f98_1005.tar.bz2  2 years and 9 months ago 71 main
conda 114.2 kB | osx-64/r-densityclust-0.3-r41h9951f98_1005.tar.bz2  2 years and 9 months ago 73 main
conda 121.1 kB | linux-64/r-densityclust-0.3-r40h03ef668_1005.tar.bz2  2 years and 9 months ago 1759 main
conda 121.4 kB | linux-64/r-densityclust-0.3-r41h03ef668_1005.tar.bz2  2 years and 9 months ago 1737 main
conda 125.6 kB | win-64/r-densityclust-0.3-r40ha856d6a_1004.tar.bz2  3 years and 4 months ago 777 main
conda 119.8 kB | win-64/r-densityclust-0.3-r41ha856d6a_1004.tar.bz2  3 years and 4 months ago 757 main
conda 117.4 kB | osx-64/r-densityclust-0.3-r40h9951f98_1004.tar.bz2  3 years and 4 months ago 151 main
conda 117.4 kB | osx-64/r-densityclust-0.3-r41h9951f98_1004.tar.bz2  3 years and 4 months ago 161 main
conda 120.6 kB | linux-64/r-densityclust-0.3-r40h03ef668_1004.tar.bz2  3 years and 4 months ago 2176 main
conda 120.7 kB | linux-64/r-densityclust-0.3-r41h03ef668_1004.tar.bz2  3 years and 4 months ago 2152 main
conda 126.0 kB | win-64/r-densityclust-0.3-r40h796a38f_1004.tar.bz2  4 years and 5 months ago 1025 main
conda 126.2 kB | win-64/r-densityclust-0.3-r36h796a38f_1004.tar.bz2  4 years and 5 months ago 1009 main
conda 117.5 kB | osx-64/r-densityclust-0.3-r40hc5da6b9_1004.tar.bz2  4 years and 5 months ago 364 main
conda 117.8 kB | osx-64/r-densityclust-0.3-r36hc5da6b9_1004.tar.bz2  4 years and 5 months ago 336 main
conda 119.8 kB | linux-64/r-densityclust-0.3-r36h0357c0b_1004.tar.bz2  4 years and 5 months ago 2916 main

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