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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 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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