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A fast reimplementation of several density-based algorithms of the DBSCAN family for spatial data. Includes the DBSCAN (density-based spatial clustering of applications with noise) and OPTICS (ordering points to identify the clustering structure) clustering algorithms HDBSCAN (hierarchical DBSCAN) and the LOF (local outlier factor) algorithm. The implementations use the kd-tree data structure (from library ANN) for faster k-nearest neighbor search. An R interface to fast kNN and fixed-radius NN search is also provided.

copied from cf-staging / r-dbscan
Type Size Name Uploaded Downloads Labels
conda 2.3 MB | osx-64/r-dbscan-1.1_8-r41h9951f98_0.tar.bz2  3 years and 5 months ago 205 main
conda 2.3 MB | linux-64/r-dbscan-1.1_8-r41h03ef668_0.tar.bz2  3 years and 5 months ago 2356 main
conda 2.3 MB | win-64/r-dbscan-1.1_8-r40ha856d6a_0.tar.bz2  3 years and 6 months ago 826 main
conda 2.3 MB | win-64/r-dbscan-1.1_8-r36ha856d6a_0.tar.bz2  3 years and 6 months ago 867 main
conda 2.2 MB | osx-64/r-dbscan-1.1_8-r36h9951f98_0.tar.bz2  3 years and 6 months ago 181 main
conda 2.3 MB | osx-64/r-dbscan-1.1_8-r40h9951f98_0.tar.bz2  3 years and 6 months ago 193 main
conda 2.3 MB | linux-64/r-dbscan-1.1_8-r36h03ef668_0.tar.bz2  3 years and 6 months ago 2320 main
conda 2.3 MB | linux-64/r-dbscan-1.1_8-r40h03ef668_0.tar.bz2  3 years and 6 months ago 2368 main
conda 2.3 MB | win-64/r-dbscan-1.1_7-r36ha856d6a_0.tar.bz2  3 years and 6 months ago 842 main
conda 2.3 MB | win-64/r-dbscan-1.1_7-r40ha856d6a_0.tar.bz2  3 years and 6 months ago 833 main
conda 2.3 MB | osx-64/r-dbscan-1.1_7-r36h9951f98_0.tar.bz2  3 years and 6 months ago 183 main
conda 2.3 MB | osx-64/r-dbscan-1.1_7-r40h9951f98_0.tar.bz2  3 years and 6 months ago 181 main
conda 2.3 MB | linux-64/r-dbscan-1.1_7-r40h03ef668_0.tar.bz2  3 years and 6 months ago 2211 main
conda 2.3 MB | linux-64/r-dbscan-1.1_7-r36h03ef668_0.tar.bz2  3 years and 6 months ago 2175 main
conda 2.5 MB | win-64/r-dbscan-1.1_6-r40ha856d6a_0.tar.bz2  3 years and 8 months ago 910 main
conda 2.5 MB | win-64/r-dbscan-1.1_6-r36ha856d6a_0.tar.bz2  3 years and 8 months ago 917 main
conda 2.5 MB | osx-64/r-dbscan-1.1_6-r36h9951f98_0.tar.bz2  3 years and 8 months ago 299 main
conda 2.5 MB | osx-64/r-dbscan-1.1_6-r40h9951f98_0.tar.bz2  3 years and 8 months ago 256 main
conda 2.5 MB | linux-64/r-dbscan-1.1_6-r36h03ef668_0.tar.bz2  3 years and 8 months ago 2296 main
conda 2.5 MB | linux-64/r-dbscan-1.1_6-r40h03ef668_0.tar.bz2  3 years and 8 months ago 2374 main
conda 1.2 MB | win-64/r-dbscan-1.1_5-r40h796a38f_1.tar.bz2  4 years and 6 months ago 1048 main
conda 1.2 MB | win-64/r-dbscan-1.1_5-r36h796a38f_1.tar.bz2  4 years and 6 months ago 1074 main
conda 1.2 MB | osx-64/r-dbscan-1.1_5-r36hc5da6b9_1.tar.bz2  4 years and 6 months ago 332 main
conda 1.2 MB | osx-64/r-dbscan-1.1_5-r40hc5da6b9_1.tar.bz2  4 years and 6 months ago 331 main
conda 1.2 MB | linux-64/r-dbscan-1.1_5-r36h0357c0b_1.tar.bz2  4 years and 6 months ago 2912 main
conda 1.2 MB | linux-64/r-dbscan-1.1_5-r40h0357c0b_1.tar.bz2  4 years and 6 months ago 2961 main
conda 1.2 MB | win-64/r-dbscan-1.1_5-r36h796a38f_0.tar.bz2  4 years and 10 months ago 1197 main cf202003
conda 1.2 MB | win-64/r-dbscan-1.1_5-r35h796a38f_0.tar.bz2  4 years and 10 months ago 1182 main cf202003
conda 1.2 MB | osx-64/r-dbscan-1.1_5-r35hc5da6b9_0.tar.bz2  4 years and 10 months ago 387 main cf202003
conda 1.2 MB | osx-64/r-dbscan-1.1_5-r36hc5da6b9_0.tar.bz2  4 years and 10 months ago 337 main cf202003
conda 1.2 MB | linux-64/r-dbscan-1.1_5-r36h0357c0b_0.tar.bz2  4 years and 10 months ago 3153 main cf202003
conda 1.2 MB | linux-64/r-dbscan-1.1_5-r35h0357c0b_0.tar.bz2  4 years and 10 months ago 3156 main cf202003
conda 1.2 MB | win-64/r-dbscan-1.1_4-r35h796a38f_0.tar.bz2  5 years and 2 months ago 1347 main cf202003
conda 1.2 MB | win-64/r-dbscan-1.1_4-r36h796a38f_0.tar.bz2  5 years and 2 months ago 1351 main cf202003
conda 1.2 MB | osx-64/r-dbscan-1.1_4-r36hf99fc2c_0.tar.bz2  5 years and 2 months ago 364 main cf202003
conda 1.2 MB | osx-64/r-dbscan-1.1_4-r35hf99fc2c_0.tar.bz2  5 years and 2 months ago 373 main cf202003
conda 1.2 MB | linux-64/r-dbscan-1.1_4-r35h0357c0b_0.tar.bz2  5 years and 2 months ago 3472 main cf202003
conda 1.2 MB | linux-64/r-dbscan-1.1_4-r36h0357c0b_0.tar.bz2  5 years and 2 months ago 3423 main cf202003
conda 2.0 MB | win-64/r-dbscan-1.1_3-r36h796a38f_1.tar.bz2  5 years and 4 months ago 1369 main cf202003
conda 2.0 MB | win-64/r-dbscan-1.1_3-r35h796a38f_1.tar.bz2  5 years and 4 months ago 1379 main cf202003
conda 2.0 MB | osx-64/r-dbscan-1.1_3-r36hf99fc2c_1.tar.bz2  5 years and 4 months ago 369 main cf202003
conda 2.1 MB | osx-64/r-dbscan-1.1_3-r35hf99fc2c_1.tar.bz2  5 years and 4 months ago 367 main cf202003
conda 2.0 MB | linux-64/r-dbscan-1.1_3-r36h0357c0b_1.tar.bz2  5 years and 4 months ago 3588 main cf202003
conda 2.0 MB | linux-64/r-dbscan-1.1_3-r35h0357c0b_1.tar.bz2  5 years and 4 months ago 3533 main cf202003
conda 2.0 MB | win-64/r-dbscan-1.1_3-r35h6115d3f_0.tar.bz2  5 years and 5 months ago 1453 main cf202003
conda 2.1 MB | osx-64/r-dbscan-1.1_3-r35hf99fc2c_0.tar.bz2  5 years and 5 months ago 362 main cf202003
conda 2.0 MB | linux-64/r-dbscan-1.1_3-r35h0357c0b_0.tar.bz2  5 years and 5 months ago 3680 main cf202003

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