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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 168.3 kB | win-64/r-umap-0.2.10.0-r44h8ae3a7c_2.conda  9 months and 1 day ago 323 main
conda 167.5 kB | win-64/r-umap-0.2.10.0-r43h8ae3a7c_2.conda  9 months and 1 day ago 295 main
conda 164.8 kB | osx-arm64/r-umap-0.2.10.0-r43hd76f289_2.conda  9 months and 1 day ago 232 main
conda 165.4 kB | osx-arm64/r-umap-0.2.10.0-r44hd76f289_2.conda  9 months and 1 day ago 239 main
conda 163.0 kB | osx-64/r-umap-0.2.10.0-r43h25d921d_2.conda  9 months and 1 day ago 308 main
conda 164.4 kB | osx-64/r-umap-0.2.10.0-r44h25d921d_2.conda  9 months and 1 day ago 315 main
conda 174.2 kB | linux-64/r-umap-0.2.10.0-r44h0d4f4ea_2.conda  9 months and 1 day ago 1459 main
conda 173.3 kB | linux-64/r-umap-0.2.10.0-r43h0d4f4ea_2.conda  9 months and 1 day ago 2078 main
conda 165.4 kB | osx-arm64/r-umap-0.2.10.0-r43he62749d_1.conda  1 year and 6 months ago 238 main
conda 165.4 kB | osx-arm64/r-umap-0.2.10.0-r42he62749d_1.conda  1 year and 6 months ago 232 main
conda 165.7 kB | osx-64/r-umap-0.2.10.0-r42hac7d2d5_1.conda  1 year and 10 months ago 337 main
conda 171.0 kB | win-64/r-umap-0.2.10.0-r41ha856d6a_1.conda  1 year and 10 months ago 583 main
conda 164.8 kB | osx-64/r-umap-0.2.10.0-r43hac7d2d5_1.conda  1 year and 10 months ago 382 main
conda 171.1 kB | linux-64/r-umap-0.2.10.0-r42ha503ecb_1.conda  1 year and 10 months ago 2015 main
conda 170.1 kB | linux-64/r-umap-0.2.10.0-r43ha503ecb_1.conda  1 year and 10 months ago 2616 main
conda 170.8 kB | win-64/r-umap-0.2.10.0-r41ha856d6a_0.conda  2 years and 2 months ago 648 main
conda 164.9 kB | osx-64/r-umap-0.2.10.0-r42h49197e3_0.conda  2 years and 2 months ago 322 main
conda 165.2 kB | osx-64/r-umap-0.2.10.0-r41h49197e3_0.conda  2 years and 2 months ago 364 main
conda 170.2 kB | linux-64/r-umap-0.2.10.0-r42h38f115c_0.conda  2 years and 2 months ago 2125 main
conda 170.4 kB | linux-64/r-umap-0.2.10.0-r41h38f115c_0.conda  2 years and 2 months ago 2498 main
conda 188.6 kB | osx-64/r-umap-0.2.9.0-r41h49197e3_1.tar.bz2  2 years and 6 months ago 131 main
conda 188.7 kB | osx-64/r-umap-0.2.9.0-r42h49197e3_1.tar.bz2  2 years and 6 months ago 107 main
conda 196.1 kB | linux-64/r-umap-0.2.9.0-r41h7525677_1.tar.bz2  2 years and 6 months ago 2738 main
conda 196.1 kB | linux-64/r-umap-0.2.9.0-r42h7525677_1.tar.bz2  2 years and 6 months ago 2502 main
conda 198.0 kB | win-64/r-umap-0.2.9.0-r41ha856d6a_0.tar.bz2  2 years and 8 months ago 609 main

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