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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  8 months and 23 days ago 253 main
conda 183.7 kB | win-64/r-densityclust-0.3.3-r43h8ae3a7c_1.conda  8 months and 23 days ago 242 main
conda 166.4 kB | osx-64/r-densityclust-0.3.3-r44h25d921d_1.conda  8 months and 23 days ago 230 main
conda 165.5 kB | osx-64/r-densityclust-0.3.3-r43h25d921d_1.conda  8 months and 23 days ago 193 main
conda 171.5 kB | linux-64/r-densityclust-0.3.3-r44h0d4f4ea_1.conda  8 months and 23 days ago 971 main
conda 170.6 kB | linux-64/r-densityclust-0.3.3-r43h0d4f4ea_1.conda  8 months and 23 days ago 980 main
conda 190.6 kB | win-64/r-densityclust-0.3.3-r41ha856d6a_0.conda  1 year and 2 months ago 268 main
conda 165.7 kB | osx-64/r-densityclust-0.3.3-r42h29979af_0.conda  1 year and 2 months ago 209 main
conda 165.5 kB | osx-64/r-densityclust-0.3.3-r43h29979af_0.conda  1 year and 2 months ago 223 main
conda 171.0 kB | linux-64/r-densityclust-0.3.3-r42ha503ecb_0.conda  1 year and 2 months ago 1303 main
conda 170.6 kB | linux-64/r-densityclust-0.3.3-r43ha503ecb_0.conda  1 year and 2 months ago 1319 main
conda 110.1 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_2.conda  1 year and 9 months ago 475 main
conda 107.4 kB | osx-64/r-densityclust-0.3.2-r42hac7d2d5_2.conda  1 year and 9 months ago 230 main
conda 107.2 kB | osx-64/r-densityclust-0.3.2-r43hac7d2d5_2.conda  1 year and 9 months ago 224 main
conda 110.7 kB | linux-64/r-densityclust-0.3.2-r43ha503ecb_2.conda  1 year and 9 months ago 1557 main
conda 110.7 kB | linux-64/r-densityclust-0.3.2-r42ha503ecb_2.conda  1 year and 9 months ago 1536 main
conda 121.6 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_1.tar.bz2  2 years and 5 months ago 548 main
conda 117.4 kB | osx-64/r-densityclust-0.3.2-r42h49197e3_1.tar.bz2  2 years and 5 months ago 72 main
conda 117.3 kB | osx-64/r-densityclust-0.3.2-r41h49197e3_1.tar.bz2  2 years and 5 months ago 84 main
conda 122.1 kB | linux-64/r-densityclust-0.3.2-r42h7525677_1.tar.bz2  2 years and 5 months ago 1876 main
conda 122.0 kB | linux-64/r-densityclust-0.3.2-r41h7525677_1.tar.bz2  2 years and 5 months ago 2418 main
conda 126.5 kB | win-64/r-densityclust-0.3.2-r40ha856d6a_0.tar.bz2  2 years and 10 months ago 692 main
conda 121.3 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_0.tar.bz2  2 years and 10 months ago 693 main
conda 117.8 kB | osx-64/r-densityclust-0.3.2-r41h8619c4b_0.tar.bz2  2 years and 10 months ago 93 main
conda 117.3 kB | osx-64/r-densityclust-0.3.2-r40h8619c4b_0.tar.bz2  2 years and 10 months ago 102 main
conda 121.1 kB | linux-64/r-densityclust-0.3.2-r40h7525677_0.tar.bz2  2 years and 10 months ago 3005 main
conda 121.6 kB | linux-64/r-densityclust-0.3.2-r41h7525677_0.tar.bz2  2 years and 10 months ago 2578 main
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 2270 main
conda 121.9 kB | linux-64/r-densityclust-0.3-r40h03ef668_1006.tar.bz2  3 years and 2 months ago 2296 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 2226 main
conda 121.4 kB | linux-64/r-densityclust-0.3-r41h03ef668_1005.tar.bz2  3 years and 3 months ago 2185 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 2626 main
conda 120.7 kB | linux-64/r-densityclust-0.3-r41h03ef668_1004.tar.bz2  3 years and 10 months ago 2591 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 3354 main

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