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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  10 months and 10 days ago 333 main
conda 167.5 kB | win-64/r-umap-0.2.10.0-r43h8ae3a7c_2.conda  10 months and 10 days ago 301 main
conda 164.8 kB | osx-arm64/r-umap-0.2.10.0-r43hd76f289_2.conda  10 months and 10 days ago 237 main
conda 165.4 kB | osx-arm64/r-umap-0.2.10.0-r44hd76f289_2.conda  10 months and 10 days ago 253 main
conda 163.0 kB | osx-64/r-umap-0.2.10.0-r43h25d921d_2.conda  10 months and 10 days ago 315 main
conda 164.4 kB | osx-64/r-umap-0.2.10.0-r44h25d921d_2.conda  10 months and 10 days ago 322 main
conda 174.2 kB | linux-64/r-umap-0.2.10.0-r44h0d4f4ea_2.conda  10 months and 10 days ago 1701 main
conda 173.3 kB | linux-64/r-umap-0.2.10.0-r43h0d4f4ea_2.conda  10 months and 10 days ago 2325 main
conda 165.4 kB | osx-arm64/r-umap-0.2.10.0-r43he62749d_1.conda  1 year and 8 months ago 241 main
conda 165.4 kB | osx-arm64/r-umap-0.2.10.0-r42he62749d_1.conda  1 year and 8 months ago 236 main
conda 165.7 kB | osx-64/r-umap-0.2.10.0-r42hac7d2d5_1.conda  1 year and 11 months ago 340 main
conda 171.0 kB | win-64/r-umap-0.2.10.0-r41ha856d6a_1.conda  1 year and 11 months ago 588 main
conda 164.8 kB | osx-64/r-umap-0.2.10.0-r43hac7d2d5_1.conda  1 year and 11 months ago 384 main
conda 171.1 kB | linux-64/r-umap-0.2.10.0-r42ha503ecb_1.conda  1 year and 11 months ago 2147 main
conda 170.1 kB | linux-64/r-umap-0.2.10.0-r43ha503ecb_1.conda  1 year and 11 months ago 2715 main
conda 170.8 kB | win-64/r-umap-0.2.10.0-r41ha856d6a_0.conda  2 years and 4 months ago 651 main
conda 164.9 kB | osx-64/r-umap-0.2.10.0-r42h49197e3_0.conda  2 years and 4 months ago 326 main
conda 165.2 kB | osx-64/r-umap-0.2.10.0-r41h49197e3_0.conda  2 years and 4 months ago 366 main
conda 170.2 kB | linux-64/r-umap-0.2.10.0-r42h38f115c_0.conda  2 years and 4 months ago 2240 main
conda 170.4 kB | linux-64/r-umap-0.2.10.0-r41h38f115c_0.conda  2 years and 4 months ago 2636 main
conda 188.6 kB | osx-64/r-umap-0.2.9.0-r41h49197e3_1.tar.bz2  2 years and 7 months ago 134 main
conda 188.7 kB | osx-64/r-umap-0.2.9.0-r42h49197e3_1.tar.bz2  2 years and 7 months ago 111 main
conda 196.1 kB | linux-64/r-umap-0.2.9.0-r41h7525677_1.tar.bz2  2 years and 7 months ago 2846 main
conda 196.1 kB | linux-64/r-umap-0.2.9.0-r42h7525677_1.tar.bz2  2 years and 7 months ago 2619 main
conda 198.0 kB | win-64/r-umap-0.2.9.0-r41ha856d6a_0.tar.bz2  2 years and 9 months ago 612 main

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