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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  10 months and 2 days ago 258 main
conda 183.7 kB | win-64/r-densityclust-0.3.3-r43h8ae3a7c_1.conda  10 months and 2 days ago 247 main
conda 166.4 kB | osx-64/r-densityclust-0.3.3-r44h25d921d_1.conda  10 months and 2 days ago 236 main
conda 165.5 kB | osx-64/r-densityclust-0.3.3-r43h25d921d_1.conda  10 months and 2 days ago 200 main
conda 171.5 kB | linux-64/r-densityclust-0.3.3-r44h0d4f4ea_1.conda  10 months and 2 days ago 1085 main
conda 170.6 kB | linux-64/r-densityclust-0.3.3-r43h0d4f4ea_1.conda  10 months and 2 days ago 1090 main
conda 190.6 kB | win-64/r-densityclust-0.3.3-r41ha856d6a_0.conda  1 year and 3 months ago 271 main
conda 165.7 kB | osx-64/r-densityclust-0.3.3-r42h29979af_0.conda  1 year and 3 months ago 212 main
conda 165.5 kB | osx-64/r-densityclust-0.3.3-r43h29979af_0.conda  1 year and 3 months ago 225 main
conda 171.0 kB | linux-64/r-densityclust-0.3.3-r42ha503ecb_0.conda  1 year and 3 months ago 1425 main
conda 170.6 kB | linux-64/r-densityclust-0.3.3-r43ha503ecb_0.conda  1 year and 3 months ago 1426 main
conda 110.1 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_2.conda  1 year and 11 months ago 477 main
conda 107.4 kB | osx-64/r-densityclust-0.3.2-r42hac7d2d5_2.conda  1 year and 11 months ago 231 main
conda 107.2 kB | osx-64/r-densityclust-0.3.2-r43hac7d2d5_2.conda  1 year and 11 months ago 225 main
conda 110.7 kB | linux-64/r-densityclust-0.3.2-r43ha503ecb_2.conda  1 year and 11 months ago 1656 main
conda 110.7 kB | linux-64/r-densityclust-0.3.2-r42ha503ecb_2.conda  1 year and 11 months ago 1634 main
conda 121.6 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_1.tar.bz2  2 years and 7 months ago 550 main
conda 117.4 kB | osx-64/r-densityclust-0.3.2-r42h49197e3_1.tar.bz2  2 years and 7 months ago 73 main
conda 117.3 kB | osx-64/r-densityclust-0.3.2-r41h49197e3_1.tar.bz2  2 years and 7 months ago 85 main
conda 122.1 kB | linux-64/r-densityclust-0.3.2-r42h7525677_1.tar.bz2  2 years and 7 months ago 1986 main
conda 122.0 kB | linux-64/r-densityclust-0.3.2-r41h7525677_1.tar.bz2  2 years and 7 months ago 2544 main
conda 126.5 kB | win-64/r-densityclust-0.3.2-r40ha856d6a_0.tar.bz2  3 years and 8 days ago 694 main
conda 121.3 kB | win-64/r-densityclust-0.3.2-r41ha856d6a_0.tar.bz2  3 years and 8 days ago 695 main
conda 117.8 kB | osx-64/r-densityclust-0.3.2-r41h8619c4b_0.tar.bz2  3 years and 8 days ago 94 main
conda 117.3 kB | osx-64/r-densityclust-0.3.2-r40h8619c4b_0.tar.bz2  3 years and 8 days ago 103 main

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