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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 1.2 MB | win-64/r-dbscan-1.1_5-r36h796a38f_0.tar.bz2  4 years and 10 months ago 1198 main cf202003
conda 1.2 MB | win-64/r-dbscan-1.1_5-r35h796a38f_0.tar.bz2  4 years and 10 months ago 1183 main cf202003
conda 1.2 MB | osx-64/r-dbscan-1.1_5-r35hc5da6b9_0.tar.bz2  4 years and 10 months ago 388 main cf202003
conda 1.2 MB | osx-64/r-dbscan-1.1_5-r36hc5da6b9_0.tar.bz2  4 years and 10 months ago 338 main cf202003
conda 1.2 MB | linux-64/r-dbscan-1.1_5-r36h0357c0b_0.tar.bz2  4 years and 10 months ago 3154 main cf202003
conda 1.2 MB | linux-64/r-dbscan-1.1_5-r35h0357c0b_0.tar.bz2  4 years and 10 months ago 3157 main cf202003
conda 1.2 MB | win-64/r-dbscan-1.1_4-r35h796a38f_0.tar.bz2  5 years and 2 months ago 1348 main cf202003
conda 1.2 MB | win-64/r-dbscan-1.1_4-r36h796a38f_0.tar.bz2  5 years and 2 months ago 1352 main cf202003
conda 1.2 MB | osx-64/r-dbscan-1.1_4-r36hf99fc2c_0.tar.bz2  5 years and 2 months ago 365 main cf202003
conda 1.2 MB | osx-64/r-dbscan-1.1_4-r35hf99fc2c_0.tar.bz2  5 years and 2 months ago 374 main cf202003
conda 1.2 MB | linux-64/r-dbscan-1.1_4-r35h0357c0b_0.tar.bz2  5 years and 2 months ago 3473 main cf202003
conda 1.2 MB | linux-64/r-dbscan-1.1_4-r36h0357c0b_0.tar.bz2  5 years and 2 months ago 3424 main cf202003
conda 2.0 MB | win-64/r-dbscan-1.1_3-r36h796a38f_1.tar.bz2  5 years and 4 months ago 1370 main cf202003
conda 2.0 MB | win-64/r-dbscan-1.1_3-r35h796a38f_1.tar.bz2  5 years and 4 months ago 1380 main cf202003
conda 2.0 MB | osx-64/r-dbscan-1.1_3-r36hf99fc2c_1.tar.bz2  5 years and 4 months ago 370 main cf202003
conda 2.1 MB | osx-64/r-dbscan-1.1_3-r35hf99fc2c_1.tar.bz2  5 years and 4 months ago 368 main cf202003
conda 2.0 MB | linux-64/r-dbscan-1.1_3-r36h0357c0b_1.tar.bz2  5 years and 4 months ago 3589 main cf202003
conda 2.0 MB | linux-64/r-dbscan-1.1_3-r35h0357c0b_1.tar.bz2  5 years and 4 months ago 3534 main cf202003
conda 2.0 MB | win-64/r-dbscan-1.1_3-r35h6115d3f_0.tar.bz2  5 years and 5 months ago 1454 main cf202003
conda 2.1 MB | osx-64/r-dbscan-1.1_3-r35hf99fc2c_0.tar.bz2  5 years and 5 months ago 363 main cf202003
conda 2.0 MB | linux-64/r-dbscan-1.1_3-r35h0357c0b_0.tar.bz2  5 years and 5 months ago 3681 main cf202003

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