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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 119.4 kB | linux-64/r-densityclust-0.3-r40h0357c0b_1004.tar.bz2  4 years and 11 months ago 3818 main
conda 125.0 kB | win-64/r-densityclust-0.3-r36h796a38f_1003.tar.bz2  5 years and 9 months ago 1379 main cf202003
conda 124.0 kB | win-64/r-densityclust-0.3-r35h796a38f_1003.tar.bz2  5 years and 9 months ago 1378 main cf202003
conda 114.9 kB | osx-64/r-densityclust-0.3-r36hf99fc2c_1003.tar.bz2  5 years and 9 months ago 395 main cf202003
conda 142.8 kB | osx-64/r-densityclust-0.3-r35hf99fc2c_1003.tar.bz2  5 years and 9 months ago 917 main cf202003
conda 116.0 kB | linux-64/r-densityclust-0.3-r35h0357c0b_1003.tar.bz2  5 years and 9 months ago 5384 main cf202003
conda 116.8 kB | linux-64/r-densityclust-0.3-r36h0357c0b_1003.tar.bz2  5 years and 9 months ago 4260 main cf202003
conda 115.7 kB | linux-64/r-densityclust-0.3-r351h29659fb_1002.tar.bz2  6 years and 5 months ago 4844 main gcc7 cf202003
conda 112.9 kB | osx-64/r-densityclust-0.3-r351h466af19_1002.tar.bz2  6 years and 5 months ago 415 main gcc7 cf202003
conda 123.5 kB | win-64/r-densityclust-0.3-r351h796a38f_1002.tar.bz2  6 years and 5 months ago 1654 main cf202003 cf201901
conda 122.8 kB | win-64/r-densityclust-0.3-r351h796a38f_2.tar.bz2  6 years and 6 months ago 1700 main cf202003 cf201901
conda 102.8 kB | win-64/r-densityclust-0.3-r341h796a38f_2.tar.bz2  6 years and 6 months ago 1696 main cf202003 cf201901
conda 133.1 kB | linux-64/r-densityclust-0.3-r351h9d2a408_2.tar.bz2  6 years and 6 months ago 4791 main cf202003 cf201901
conda 113.0 kB | linux-64/r-densityclust-0.3-r341h9d2a408_2.tar.bz2  6 years and 6 months ago 4807 main cf202003 cf201901
conda 131.1 kB | osx-64/r-densityclust-0.3-r351h9d2a408_2.tar.bz2  6 years and 6 months ago 352 main cf202003 cf201901
conda 110.6 kB | osx-64/r-densityclust-0.3-r341h9d2a408_2.tar.bz2  6 years and 6 months ago 370 main cf202003 cf201901
conda 102.6 kB | win-64/r-densityclust-0.3-r341hca4a3dc_1.tar.bz2  6 years and 9 months ago 1778 main cf202003 cf201901
conda 110.4 kB | osx-64/r-densityclust-0.3-r341hfc679d8_1.tar.bz2  6 years and 9 months ago 353 main cf202003 cf201901
conda 112.7 kB | linux-64/r-densityclust-0.3-r341hfc679d8_1.tar.bz2  6 years and 9 months ago 4887 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 365 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 361 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 1862 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 1842 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 5166 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 5185 main cf202003 cf201901

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