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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  4 months and 14 days ago 129 main
conda 183.7 kB | win-64/r-densityclust-0.3.3-r43h8ae3a7c_1.conda  4 months and 14 days ago 127 main
conda 166.4 kB | osx-64/r-densityclust-0.3.3-r44h25d921d_1.conda  4 months and 14 days ago 127 main
conda 165.5 kB | osx-64/r-densityclust-0.3.3-r43h25d921d_1.conda  4 months and 14 days ago 116 main
conda 171.5 kB | linux-64/r-densityclust-0.3.3-r44h0d4f4ea_1.conda  4 months and 14 days ago 550 main
conda 170.6 kB | linux-64/r-densityclust-0.3.3-r43h0d4f4ea_1.conda  4 months and 14 days ago 578 main
conda 190.6 kB | win-64/r-densityclust-0.3.3-r41ha856d6a_0.conda  9 months and 26 days ago 145 main
conda 165.7 kB | osx-64/r-densityclust-0.3.3-r42h29979af_0.conda  9 months and 26 days ago 138 main
conda 165.5 kB | osx-64/r-densityclust-0.3.3-r43h29979af_0.conda  9 months and 26 days ago 153 main
conda 171.0 kB | linux-64/r-densityclust-0.3.3-r42ha503ecb_0.conda  9 months and 26 days ago 898 main
conda 170.6 kB | linux-64/r-densityclust-0.3.3-r43ha503ecb_0.conda  9 months and 26 days ago 913 main
conda 110.1 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_2.conda  1 year and 5 months ago 355 main
conda 107.4 kB | osx-64/r-densityclust-0.3.2-r42hac7d2d5_2.conda  1 year and 5 months ago 147 main
conda 107.2 kB | osx-64/r-densityclust-0.3.2-r43hac7d2d5_2.conda  1 year and 5 months ago 141 main
conda 110.7 kB | linux-64/r-densityclust-0.3.2-r43ha503ecb_2.conda  1 year and 5 months ago 1173 main
conda 110.7 kB | linux-64/r-densityclust-0.3.2-r42ha503ecb_2.conda  1 year and 5 months ago 1161 main
conda 121.6 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_1.tar.bz2  2 years and 1 month ago 542 main
conda 117.4 kB | osx-64/r-densityclust-0.3.2-r42h49197e3_1.tar.bz2  2 years and 1 month ago 72 main
conda 117.3 kB | osx-64/r-densityclust-0.3.2-r41h49197e3_1.tar.bz2  2 years and 1 month ago 83 main
conda 122.1 kB | linux-64/r-densityclust-0.3.2-r42h7525677_1.tar.bz2  2 years and 1 month ago 1534 main
conda 122.0 kB | linux-64/r-densityclust-0.3.2-r41h7525677_1.tar.bz2  2 years and 1 month ago 2067 main
conda 126.5 kB | win-64/r-densityclust-0.3.2-r40ha856d6a_0.tar.bz2  2 years and 6 months ago 686 main
conda 121.3 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_0.tar.bz2  2 years and 6 months ago 686 main
conda 117.8 kB | osx-64/r-densityclust-0.3.2-r41h8619c4b_0.tar.bz2  2 years and 6 months ago 93 main
conda 117.3 kB | osx-64/r-densityclust-0.3.2-r40h8619c4b_0.tar.bz2  2 years and 6 months ago 102 main
conda 121.1 kB | linux-64/r-densityclust-0.3.2-r40h7525677_0.tar.bz2  2 years and 6 months ago 2625 main
conda 121.6 kB | linux-64/r-densityclust-0.3.2-r41h7525677_0.tar.bz2  2 years and 6 months ago 2252 main
conda 126.3 kB | win-64/r-densityclust-0.3-r40ha856d6a_1006.tar.bz2  2 years and 10 months ago 698 main
conda 120.7 kB | win-64/r-densityclust-0.3-r41ha856d6a_1006.tar.bz2  2 years and 10 months ago 703 main
conda 115.3 kB | osx-64/r-densityclust-0.3-r41h9951f98_1006.tar.bz2  2 years and 10 months ago 83 main
conda 115.0 kB | osx-64/r-densityclust-0.3-r40h9951f98_1006.tar.bz2  2 years and 10 months ago 85 main
conda 122.2 kB | linux-64/r-densityclust-0.3-r41h03ef668_1006.tar.bz2  2 years and 10 months ago 1953 main
conda 121.9 kB | linux-64/r-densityclust-0.3-r40h03ef668_1006.tar.bz2  2 years and 10 months ago 1952 main
conda 125.7 kB | win-64/r-densityclust-0.3-r40ha856d6a_1005.tar.bz2  2 years and 11 months ago 684 main
conda 119.8 kB | win-64/r-densityclust-0.3-r41ha856d6a_1005.tar.bz2  2 years and 11 months ago 696 main
conda 114.0 kB | osx-64/r-densityclust-0.3-r40h9951f98_1005.tar.bz2  2 years and 11 months ago 72 main
conda 114.2 kB | osx-64/r-densityclust-0.3-r41h9951f98_1005.tar.bz2  2 years and 11 months ago 74 main
conda 121.1 kB | linux-64/r-densityclust-0.3-r40h03ef668_1005.tar.bz2  2 years and 11 months ago 1890 main
conda 121.4 kB | linux-64/r-densityclust-0.3-r41h03ef668_1005.tar.bz2  2 years and 11 months ago 1848 main
conda 125.6 kB | win-64/r-densityclust-0.3-r40ha856d6a_1004.tar.bz2  3 years and 6 months ago 780 main
conda 119.8 kB | win-64/r-densityclust-0.3-r41ha856d6a_1004.tar.bz2  3 years and 6 months ago 760 main
conda 117.4 kB | osx-64/r-densityclust-0.3-r40h9951f98_1004.tar.bz2  3 years and 6 months ago 152 main
conda 117.4 kB | osx-64/r-densityclust-0.3-r41h9951f98_1004.tar.bz2  3 years and 6 months ago 162 main
conda 120.6 kB | linux-64/r-densityclust-0.3-r40h03ef668_1004.tar.bz2  3 years and 6 months ago 2299 main
conda 120.7 kB | linux-64/r-densityclust-0.3-r41h03ef668_1004.tar.bz2  3 years and 6 months ago 2260 main
conda 126.0 kB | win-64/r-densityclust-0.3-r40h796a38f_1004.tar.bz2  4 years and 6 months ago 1027 main
conda 126.2 kB | win-64/r-densityclust-0.3-r36h796a38f_1004.tar.bz2  4 years and 6 months ago 1011 main
conda 117.5 kB | osx-64/r-densityclust-0.3-r40hc5da6b9_1004.tar.bz2  4 years and 6 months ago 365 main
conda 117.8 kB | osx-64/r-densityclust-0.3-r36hc5da6b9_1004.tar.bz2  4 years and 6 months ago 337 main
conda 119.8 kB | linux-64/r-densityclust-0.3-r36h0357c0b_1004.tar.bz2  4 years and 6 months ago 3028 main

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