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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 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 1833 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 1738 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
conda 119.4 kB | linux-64/r-densityclust-0.3-r40h0357c0b_1004.tar.bz2  4 years and 5 months ago 3312 main
conda 125.0 kB | win-64/r-densityclust-0.3-r36h796a38f_1003.tar.bz2  5 years and 3 months ago 1369 main cf202003
conda 124.0 kB | win-64/r-densityclust-0.3-r35h796a38f_1003.tar.bz2  5 years and 3 months ago 1369 main cf202003
conda 114.9 kB | osx-64/r-densityclust-0.3-r36hf99fc2c_1003.tar.bz2  5 years and 3 months ago 394 main cf202003
conda 142.8 kB | osx-64/r-densityclust-0.3-r35hf99fc2c_1003.tar.bz2  5 years and 3 months ago 914 main cf202003
conda 116.0 kB | linux-64/r-densityclust-0.3-r35h0357c0b_1003.tar.bz2  5 years and 3 months ago 4853 main cf202003
conda 116.8 kB | linux-64/r-densityclust-0.3-r36h0357c0b_1003.tar.bz2  5 years and 3 months ago 3755 main cf202003
conda 115.7 kB | linux-64/r-densityclust-0.3-r351h29659fb_1002.tar.bz2  5 years and 11 months ago 4344 main gcc7 cf202003
conda 112.9 kB | osx-64/r-densityclust-0.3-r351h466af19_1002.tar.bz2  5 years and 11 months ago 414 main gcc7 cf202003
conda 123.5 kB | win-64/r-densityclust-0.3-r351h796a38f_1002.tar.bz2  5 years and 11 months ago 1642 main cf202003 cf201901
conda 122.8 kB | win-64/r-densityclust-0.3-r351h796a38f_2.tar.bz2  6 years and 7 days ago 1688 main cf202003 cf201901
conda 102.8 kB | win-64/r-densityclust-0.3-r341h796a38f_2.tar.bz2  6 years and 7 days ago 1683 main cf202003 cf201901
conda 133.1 kB | linux-64/r-densityclust-0.3-r351h9d2a408_2.tar.bz2  6 years and 8 days ago 4297 main cf202003 cf201901
conda 113.0 kB | linux-64/r-densityclust-0.3-r341h9d2a408_2.tar.bz2  6 years and 8 days ago 4289 main cf202003 cf201901
conda 131.1 kB | osx-64/r-densityclust-0.3-r351h9d2a408_2.tar.bz2  6 years and 8 days ago 350 main cf202003 cf201901
conda 110.6 kB | osx-64/r-densityclust-0.3-r341h9d2a408_2.tar.bz2  6 years and 8 days ago 369 main cf202003 cf201901
conda 102.6 kB | win-64/r-densityclust-0.3-r341hca4a3dc_1.tar.bz2  6 years and 2 months ago 1765 main cf202003 cf201901
conda 110.4 kB | osx-64/r-densityclust-0.3-r341hfc679d8_1.tar.bz2  6 years and 2 months ago 352 main cf202003 cf201901
conda 112.7 kB | linux-64/r-densityclust-0.3-r341hfc679d8_1.tar.bz2  6 years and 2 months ago 4371 main cf202003 cf201901
conda 110.4 kB | osx-64/r-densityclust-0.3-r3.4.1_0.tar.bz2  6 years and 11 months ago 362 main cf202003 cf201901
conda 110.1 kB | osx-64/r-densityclust-0.3-r3.3.2_0.tar.bz2  6 years and 11 months ago 359 main cf202003 cf201901
conda 103.9 kB | win-64/r-densityclust-0.3-r3.4.1_0.tar.bz2  6 years and 11 months ago 1849 main cf202003 cf201901
conda 103.9 kB | win-64/r-densityclust-0.3-r3.3.2_0.tar.bz2  6 years and 11 months ago 1829 main cf202003 cf201901
conda 110.4 kB | linux-64/r-densityclust-0.3-r3.3.2_0.tar.bz2  6 years and 11 months ago 4653 main cf202003 cf201901
conda 110.3 kB | linux-64/r-densityclust-0.3-r3.4.1_0.tar.bz2  6 years and 11 months ago 4668 main cf202003 cf201901

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