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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  3 years and 2 months ago 703 main
conda 120.7 kB | win-64/r-densityclust-0.3-r41ha856d6a_1006.tar.bz2  3 years and 2 months ago 709 main
conda 115.3 kB | osx-64/r-densityclust-0.3-r41h9951f98_1006.tar.bz2  3 years and 2 months ago 83 main
conda 115.0 kB | osx-64/r-densityclust-0.3-r40h9951f98_1006.tar.bz2  3 years and 2 months ago 85 main
conda 122.2 kB | linux-64/r-densityclust-0.3-r41h03ef668_1006.tar.bz2  3 years and 2 months ago 2278 main
conda 121.9 kB | linux-64/r-densityclust-0.3-r40h03ef668_1006.tar.bz2  3 years and 2 months ago 2308 main
conda 125.7 kB | win-64/r-densityclust-0.3-r40ha856d6a_1005.tar.bz2  3 years and 3 months ago 691 main
conda 119.8 kB | win-64/r-densityclust-0.3-r41ha856d6a_1005.tar.bz2  3 years and 3 months ago 701 main
conda 114.0 kB | osx-64/r-densityclust-0.3-r40h9951f98_1005.tar.bz2  3 years and 3 months ago 72 main
conda 114.2 kB | osx-64/r-densityclust-0.3-r41h9951f98_1005.tar.bz2  3 years and 3 months ago 74 main
conda 121.1 kB | linux-64/r-densityclust-0.3-r40h03ef668_1005.tar.bz2  3 years and 3 months ago 2237 main
conda 121.4 kB | linux-64/r-densityclust-0.3-r41h03ef668_1005.tar.bz2  3 years and 3 months ago 2195 main
conda 125.6 kB | win-64/r-densityclust-0.3-r40ha856d6a_1004.tar.bz2  3 years and 10 months ago 786 main
conda 119.8 kB | win-64/r-densityclust-0.3-r41ha856d6a_1004.tar.bz2  3 years and 10 months ago 766 main
conda 117.4 kB | osx-64/r-densityclust-0.3-r40h9951f98_1004.tar.bz2  3 years and 10 months ago 152 main
conda 117.4 kB | osx-64/r-densityclust-0.3-r41h9951f98_1004.tar.bz2  3 years and 10 months ago 162 main
conda 120.6 kB | linux-64/r-densityclust-0.3-r40h03ef668_1004.tar.bz2  3 years and 10 months ago 2635 main
conda 120.7 kB | linux-64/r-densityclust-0.3-r41h03ef668_1004.tar.bz2  3 years and 10 months ago 2602 main
conda 126.0 kB | win-64/r-densityclust-0.3-r40h796a38f_1004.tar.bz2  4 years and 11 months ago 1032 main
conda 126.2 kB | win-64/r-densityclust-0.3-r36h796a38f_1004.tar.bz2  4 years and 11 months ago 1017 main
conda 117.5 kB | osx-64/r-densityclust-0.3-r40hc5da6b9_1004.tar.bz2  4 years and 11 months ago 366 main
conda 117.8 kB | osx-64/r-densityclust-0.3-r36hc5da6b9_1004.tar.bz2  4 years and 11 months ago 337 main
conda 119.8 kB | linux-64/r-densityclust-0.3-r36h0357c0b_1004.tar.bz2  4 years and 11 months ago 3364 main
conda 119.4 kB | linux-64/r-densityclust-0.3-r40h0357c0b_1004.tar.bz2  4 years and 11 months ago 3766 main
conda 125.0 kB | win-64/r-densityclust-0.3-r36h796a38f_1003.tar.bz2  5 years and 8 months ago 1378 main cf202003
conda 124.0 kB | win-64/r-densityclust-0.3-r35h796a38f_1003.tar.bz2  5 years and 8 months ago 1377 main cf202003
conda 114.9 kB | osx-64/r-densityclust-0.3-r36hf99fc2c_1003.tar.bz2  5 years and 8 months ago 395 main cf202003
conda 142.8 kB | osx-64/r-densityclust-0.3-r35hf99fc2c_1003.tar.bz2  5 years and 8 months ago 917 main cf202003
conda 116.0 kB | linux-64/r-densityclust-0.3-r35h0357c0b_1003.tar.bz2  5 years and 8 months ago 5333 main cf202003
conda 116.8 kB | linux-64/r-densityclust-0.3-r36h0357c0b_1003.tar.bz2  5 years and 8 months ago 4217 main cf202003
conda 115.7 kB | linux-64/r-densityclust-0.3-r351h29659fb_1002.tar.bz2  6 years and 4 months ago 4794 main gcc7 cf202003
conda 112.9 kB | osx-64/r-densityclust-0.3-r351h466af19_1002.tar.bz2  6 years and 4 months ago 415 main gcc7 cf202003
conda 123.5 kB | win-64/r-densityclust-0.3-r351h796a38f_1002.tar.bz2  6 years and 4 months ago 1652 main cf202003 cf201901
conda 122.8 kB | win-64/r-densityclust-0.3-r351h796a38f_2.tar.bz2  6 years and 5 months ago 1698 main cf202003 cf201901
conda 102.8 kB | win-64/r-densityclust-0.3-r341h796a38f_2.tar.bz2  6 years and 5 months ago 1693 main cf202003 cf201901
conda 133.1 kB | linux-64/r-densityclust-0.3-r351h9d2a408_2.tar.bz2  6 years and 5 months ago 4745 main cf202003 cf201901
conda 113.0 kB | linux-64/r-densityclust-0.3-r341h9d2a408_2.tar.bz2  6 years and 5 months ago 4752 main cf202003 cf201901
conda 131.1 kB | osx-64/r-densityclust-0.3-r351h9d2a408_2.tar.bz2  6 years and 5 months ago 352 main cf202003 cf201901
conda 110.6 kB | osx-64/r-densityclust-0.3-r341h9d2a408_2.tar.bz2  6 years and 5 months ago 370 main cf202003 cf201901
conda 102.6 kB | win-64/r-densityclust-0.3-r341hca4a3dc_1.tar.bz2  6 years and 8 months ago 1775 main cf202003 cf201901
conda 110.4 kB | osx-64/r-densityclust-0.3-r341hfc679d8_1.tar.bz2  6 years and 8 months ago 353 main cf202003 cf201901
conda 112.7 kB | linux-64/r-densityclust-0.3-r341hfc679d8_1.tar.bz2  6 years and 8 months ago 4842 main cf202003 cf201901
conda 110.4 kB | osx-64/r-densityclust-0.3-r3.4.1_0.tar.bz2  7 years and 5 months ago 364 main cf202003 cf201901
conda 110.1 kB | osx-64/r-densityclust-0.3-r3.3.2_0.tar.bz2  7 years and 5 months ago 360 main cf202003 cf201901
conda 103.9 kB | win-64/r-densityclust-0.3-r3.4.1_0.tar.bz2  7 years and 5 months ago 1860 main cf202003 cf201901
conda 103.9 kB | win-64/r-densityclust-0.3-r3.3.2_0.tar.bz2  7 years and 5 months ago 1840 main cf202003 cf201901
conda 110.4 kB | linux-64/r-densityclust-0.3-r3.3.2_0.tar.bz2  7 years and 5 months ago 5116 main cf202003 cf201901
conda 110.3 kB | linux-64/r-densityclust-0.3-r3.4.1_0.tar.bz2  7 years and 5 months ago 5134 main cf202003 cf201901

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