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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 126.3 kB | win-64/r-densityclust-0.3-r40ha856d6a_1006.tar.bz2  3 years and 3 months ago 704 main
conda 120.7 kB | win-64/r-densityclust-0.3-r41ha856d6a_1006.tar.bz2  3 years and 3 months ago 710 main
conda 115.3 kB | osx-64/r-densityclust-0.3-r41h9951f98_1006.tar.bz2  3 years and 3 months ago 83 main
conda 115.0 kB | osx-64/r-densityclust-0.3-r40h9951f98_1006.tar.bz2  3 years and 3 months ago 85 main
conda 122.2 kB | linux-64/r-densityclust-0.3-r41h03ef668_1006.tar.bz2  3 years and 3 months ago 2321 main
conda 121.9 kB | linux-64/r-densityclust-0.3-r40h03ef668_1006.tar.bz2  3 years and 3 months ago 2352 main
conda 125.7 kB | win-64/r-densityclust-0.3-r40ha856d6a_1005.tar.bz2  3 years and 3 months ago 692 main
conda 119.8 kB | win-64/r-densityclust-0.3-r41ha856d6a_1005.tar.bz2  3 years and 3 months ago 702 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 2284 main
conda 121.4 kB | linux-64/r-densityclust-0.3-r41h03ef668_1005.tar.bz2  3 years and 3 months ago 2233 main
conda 125.6 kB | win-64/r-densityclust-0.3-r40ha856d6a_1004.tar.bz2  3 years and 11 months ago 787 main
conda 119.8 kB | win-64/r-densityclust-0.3-r41ha856d6a_1004.tar.bz2  3 years and 11 months ago 767 main
conda 117.4 kB | osx-64/r-densityclust-0.3-r40h9951f98_1004.tar.bz2  3 years and 11 months ago 152 main
conda 117.4 kB | osx-64/r-densityclust-0.3-r41h9951f98_1004.tar.bz2  3 years and 11 months ago 162 main
conda 120.6 kB | linux-64/r-densityclust-0.3-r40h03ef668_1004.tar.bz2  3 years and 11 months ago 2678 main
conda 120.7 kB | linux-64/r-densityclust-0.3-r41h03ef668_1004.tar.bz2  3 years and 11 months ago 2646 main
conda 126.0 kB | win-64/r-densityclust-0.3-r40h796a38f_1004.tar.bz2  4 years and 11 months ago 1033 main
conda 126.2 kB | win-64/r-densityclust-0.3-r36h796a38f_1004.tar.bz2  4 years and 11 months ago 1018 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 3404 main
conda 119.4 kB | linux-64/r-densityclust-0.3-r40h0357c0b_1004.tar.bz2  4 years and 11 months ago 3811 main
conda 125.0 kB | win-64/r-densityclust-0.3-r36h796a38f_1003.tar.bz2  5 years and 9 months ago 1379 main cf202003

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