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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 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 4744 main cf202003 cf201901
conda 113.0 kB | linux-64/r-densityclust-0.3-r341h9d2a408_2.tar.bz2  6 years and 5 months ago 4749 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 4840 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 5113 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 5131 main cf202003 cf201901
conda 70.7 kB | osx-64/r-densityclust-0.2.1-r3.4.1_0.tar.bz2  7 years and 5 months ago 359 main cf202003 cf201901
conda 66.5 kB | win-64/r-densityclust-0.2.1-r3.4.1_0.tar.bz2  7 years and 7 months ago 1852 main cf202003 cf201901
conda 65.7 kB | linux-64/r-densityclust-0.2.1-r3.4.1_0.tar.bz2  7 years and 7 months ago 5159 main cf202003 cf201901
conda 52.6 kB | osx-64/r-densityclust-0.2.1-r3.3.2_0.tar.bz2  7 years and 11 months ago 372 main cf202003 cf201901
conda 58.8 kB | win-64/r-densityclust-0.2.1-r3.3.2_0.tar.bz2  7 years and 11 months ago 1885 main cf202003 cf201901
conda 56.3 kB | linux-64/r-densityclust-0.2.1-r3.3.2_0.tar.bz2  7 years and 11 months ago 5262 main cf202003 cf201901

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