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An implementation of the Uniform Manifold Approximation and Projection dimensionality reduction by McInnes et al. (2018) <arXiv:1802.03426>. It also provides means to transform new data and to carry out supervised dimensionality reduction. An implementation of the related LargeVis method of Tang et al. (2016) <arXiv:1602.00370> is also provided. This is a complete re-implementation in R (and C++, via the 'Rcpp' package): no Python installation is required. See the uwot website (<https://github.com/jlmelville/uwot>) for more documentation and examples.

copied from cf-staging / r-uwot
Type Size Name Uploaded Downloads Labels
conda 936.3 kB | osx-arm64/r-uwot-0.2.3-r43h31118f2_0.conda  2 months and 3 days ago 80 main
conda 922.9 kB | win-64/r-uwot-0.2.3-r44h8ae3a7c_0.conda  2 months and 3 days ago 89 main
conda 911.7 kB | win-64/r-uwot-0.2.3-r43h8ae3a7c_0.conda  2 months and 3 days ago 52 main
conda 962.5 kB | osx-64/r-uwot-0.2.3-r43h2711daa_0.conda  2 months and 3 days ago 219 main
conda 949.3 kB | osx-arm64/r-uwot-0.2.3-r44h31118f2_0.conda  2 months and 3 days ago 162 main
conda 1.0 MB | linux-ppc64le/r-uwot-0.2.3-r44h8455397_0.conda  2 months and 3 days ago 21 main
conda 1017.5 kB | linux-aarch64/r-uwot-0.2.3-r43h21d2c02_0.conda  2 months and 3 days ago 99 main
conda 976.5 kB | osx-64/r-uwot-0.2.3-r44h2711daa_0.conda  2 months and 3 days ago 183 main
conda 981.0 kB | linux-64/r-uwot-0.2.3-r43h93ab643_0.conda  2 months and 3 days ago 2605 main
conda 1.0 MB | linux-aarch64/r-uwot-0.2.3-r44h21d2c02_0.conda  2 months and 3 days ago 61 main
conda 1.0 MB | linux-ppc64le/r-uwot-0.2.3-r43h8455397_0.conda  2 months and 3 days ago 18 main
conda 994.4 kB | linux-64/r-uwot-0.2.3-r44h93ab643_0.conda  2 months and 3 days ago 2650 main
conda 893.0 kB | win-64/r-uwot-0.2.2-r43h8ae3a7c_0.conda  3 months and 15 days ago 355 main
conda 905.7 kB | win-64/r-uwot-0.2.2-r44h8ae3a7c_0.conda  3 months and 15 days ago 336 main
conda 941.2 kB | osx-64/r-uwot-0.2.2-r44h2711daa_0.conda  3 months and 15 days ago 389 main
conda 916.9 kB | osx-arm64/r-uwot-0.2.2-r44h31118f2_0.conda  3 months and 15 days ago 351 main
conda 901.5 kB | osx-arm64/r-uwot-0.2.2-r43h31118f2_0.conda  3 months and 15 days ago 329 main
conda 927.6 kB | osx-64/r-uwot-0.2.2-r43h2711daa_0.conda  3 months and 15 days ago 388 main
conda 984.7 kB | linux-aarch64/r-uwot-0.2.2-r43h21d2c02_0.conda  3 months and 15 days ago 177 main
conda 998.9 kB | linux-aarch64/r-uwot-0.2.2-r44h21d2c02_0.conda  3 months and 15 days ago 172 main
conda 1009.4 kB | linux-ppc64le/r-uwot-0.2.2-r43h8455397_0.conda  3 months and 15 days ago 174 main
conda 1.0 MB | linux-ppc64le/r-uwot-0.2.2-r44h8455397_0.conda  3 months and 15 days ago 192 main
conda 960.3 kB | linux-64/r-uwot-0.2.2-r44h93ab643_0.conda  3 months and 15 days ago 1684 main
conda 946.0 kB | linux-64/r-uwot-0.2.2-r43h93ab643_0.conda  3 months and 15 days ago 1858 main
conda 598.0 kB | win-64/r-uwot-0.1.16-r44h8ae3a7c_1.conda  9 months and 8 days ago 571 main

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