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Uniform manifold approximation and projection is a technique for dimension reduction. The algorithm was described by McInnes and Healy (2018) in <arXiv:1802.03426>. This package provides an interface for two implementations. One is written from scratch, including components for nearest-neighbor search and for embedding. The second implementation is a wrapper for 'python' package 'umap-learn' (requires separate installation, see vignette for more details).

copied from cf-staging / r-umap
Type Size Name Uploaded Downloads Labels
conda 272.4 kB | win-64/r-umap-0.2.4.1-r36h796a38f_0.tar.bz2  5 years and 7 months ago 1151 main cf202003
conda 267.6 kB | win-64/r-umap-0.2.4.1-r35h796a38f_0.tar.bz2  5 years and 7 months ago 1126 main cf202003
conda 253.1 kB | osx-64/r-umap-0.2.4.1-r36hc5da6b9_0.tar.bz2  5 years and 7 months ago 379 main cf202003
conda 251.4 kB | osx-64/r-umap-0.2.4.1-r35hc5da6b9_0.tar.bz2  5 years and 7 months ago 874 main cf202003
conda 259.6 kB | linux-64/r-umap-0.2.4.1-r35h0357c0b_0.tar.bz2  5 years and 7 months ago 4750 main cf202003
conda 261.4 kB | linux-64/r-umap-0.2.4.1-r36h0357c0b_0.tar.bz2  5 years and 7 months ago 4176 main cf202003
conda 271.3 kB | win-64/r-umap-0.2.4.0-r36h796a38f_0.tar.bz2  5 years and 8 months ago 1156 main cf202003
conda 268.7 kB | win-64/r-umap-0.2.4.0-r35h796a38f_0.tar.bz2  5 years and 8 months ago 1154 main cf202003
conda 248.0 kB | osx-64/r-umap-0.2.4.0-r35hc5da6b9_0.tar.bz2  5 years and 8 months ago 361 main cf202003
conda 250.6 kB | osx-64/r-umap-0.2.4.0-r36hc5da6b9_0.tar.bz2  5 years and 8 months ago 348 main cf202003
conda 260.0 kB | linux-64/r-umap-0.2.4.0-r36h0357c0b_0.tar.bz2  5 years and 8 months ago 3898 main cf202003
conda 258.7 kB | linux-64/r-umap-0.2.4.0-r35h0357c0b_0.tar.bz2  5 years and 8 months ago 3823 main cf202003
conda 268.2 kB | win-64/r-umap-0.2.3.1-r35h796a38f_0.tar.bz2  5 years and 10 months ago 1296 main cf202003
conda 270.0 kB | win-64/r-umap-0.2.3.1-r36h796a38f_0.tar.bz2  5 years and 10 months ago 1282 main cf202003
conda 246.3 kB | osx-64/r-umap-0.2.3.1-r35hf99fc2c_0.tar.bz2  5 years and 10 months ago 354 main cf202003
conda 248.3 kB | osx-64/r-umap-0.2.3.1-r36hf99fc2c_0.tar.bz2  5 years and 10 months ago 368 main cf202003
conda 255.6 kB | linux-64/r-umap-0.2.3.1-r35h0357c0b_0.tar.bz2  5 years and 10 months ago 4118 main cf202003
conda 257.7 kB | linux-64/r-umap-0.2.3.1-r36h0357c0b_0.tar.bz2  5 years and 10 months ago 4123 main cf202003
conda 257.9 kB | win-64/r-umap-0.2.2.0-r35h796a38f_1.tar.bz2  6 years and 1 month ago 1396 main cf202003
conda 260.2 kB | win-64/r-umap-0.2.2.0-r36h796a38f_1.tar.bz2  6 years and 1 month ago 1369 main cf202003
conda 266.0 kB | osx-64/r-umap-0.2.2.0-r35hf99fc2c_1.tar.bz2  6 years and 1 month ago 373 main cf202003
conda 239.3 kB | osx-64/r-umap-0.2.2.0-r36hf99fc2c_1.tar.bz2  6 years and 1 month ago 353 main cf202003
conda 247.5 kB | linux-64/r-umap-0.2.2.0-r36h0357c0b_1.tar.bz2  6 years and 1 month ago 4282 main cf202003
conda 245.8 kB | linux-64/r-umap-0.2.2.0-r35h0357c0b_1.tar.bz2  6 years and 1 month ago 4252 main cf202003
conda 259.6 kB | win-64/r-umap-0.2.2.0-r351h6115d3f_0.tar.bz2  6 years and 3 months ago 1489 main cf202003

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