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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 581.7 kB | win-64/r-uwot-0.1.14-r41ha856d6a_2.conda  1 year and 5 months ago 367 main
conda 737.3 kB | osx-arm64/r-uwot-0.1.14-r43he62749d_2.conda  1 year and 5 months ago 146 main
conda 734.7 kB | osx-arm64/r-uwot-0.1.14-r42he62749d_2.conda  1 year and 5 months ago 152 main
conda 642.3 kB | osx-64/r-uwot-0.1.14-r42hac7d2d5_2.conda  1 year and 5 months ago 16184 main
conda 642.5 kB | osx-64/r-uwot-0.1.14-r43hac7d2d5_2.conda  1 year and 5 months ago 192 main
conda 643.2 kB | linux-64/r-uwot-0.1.14-r43ha503ecb_2.conda  1 year and 5 months ago 1156 main
conda 646.9 kB | linux-64/r-uwot-0.1.14-r42ha503ecb_2.conda  1 year and 5 months ago 25687 main
conda 649.6 kB | win-64/r-uwot-0.1.14-r41ha856d6a_1.tar.bz2  2 years and 2 months ago 766 main
conda 755.7 kB | osx-64/r-uwot-0.1.14-r41h49197e3_1.tar.bz2  2 years and 2 months ago 1600 main
conda 840.3 kB | osx-arm64/r-uwot-0.1.14-r41h9a38a31_1.tar.bz2  2 years and 2 months ago 183 main
conda 753.8 kB | osx-64/r-uwot-0.1.14-r42h49197e3_1.tar.bz2  2 years and 2 months ago 27281 main
conda 841.8 kB | osx-arm64/r-uwot-0.1.14-r42h9a38a31_1.tar.bz2  2 years and 2 months ago 218 main
conda 708.3 kB | linux-64/r-uwot-0.1.14-r42h7525677_1.tar.bz2  2 years and 2 months ago 46075 main
conda 709.1 kB | linux-64/r-uwot-0.1.14-r41h7525677_1.tar.bz2  2 years and 2 months ago 10358 main
conda 676.5 kB | win-64/r-uwot-0.1.14-r41ha856d6a_0.tar.bz2  2 years and 3 months ago 632 main
conda 679.3 kB | win-64/r-uwot-0.1.14-r40ha856d6a_0.tar.bz2  2 years and 3 months ago 708 main
conda 844.3 kB | osx-arm64/r-uwot-0.1.14-r41h9a38a31_0.tar.bz2  2 years and 3 months ago 72 main
conda 844.7 kB | osx-arm64/r-uwot-0.1.14-r40h9a38a31_0.tar.bz2  2 years and 3 months ago 71 main
conda 755.2 kB | osx-64/r-uwot-0.1.14-r41h49197e3_0.tar.bz2  2 years and 3 months ago 372 main
conda 760.1 kB | osx-64/r-uwot-0.1.14-r40h49197e3_0.tar.bz2  2 years and 3 months ago 399 main
conda 719.8 kB | linux-64/r-uwot-0.1.14-r40h7525677_0.tar.bz2  2 years and 3 months ago 9466 main
conda 722.9 kB | linux-64/r-uwot-0.1.14-r41h7525677_0.tar.bz2  2 years and 3 months ago 3981 main

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