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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 436.3 kB | win-64/r-uwot-0.1.8-r36h796a38f_0.tar.bz2  4 years and 8 months ago 1075 main cf202003
conda 448.0 kB | win-64/r-uwot-0.1.8-r35h796a38f_0.tar.bz2  4 years and 8 months ago 1066 main cf202003
conda 430.1 kB | osx-64/r-uwot-0.1.8-r35hc5da6b9_0.tar.bz2  4 years and 8 months ago 378 main cf202003
conda 418.1 kB | osx-64/r-uwot-0.1.8-r36hc5da6b9_0.tar.bz2  4 years and 8 months ago 388 main cf202003
conda 432.5 kB | linux-64/r-uwot-0.1.8-r36h0357c0b_0.tar.bz2  4 years and 8 months ago 3288 main cf202003
conda 443.6 kB | linux-64/r-uwot-0.1.8-r35h0357c0b_0.tar.bz2  4 years and 8 months ago 3277 main cf202003
conda 386.9 kB | win-64/r-uwot-0.1.5-r36h796a38f_0.tar.bz2  5 years and 9 days ago 1201 main cf202003
conda 398.2 kB | win-64/r-uwot-0.1.5-r35h796a38f_0.tar.bz2  5 years and 9 days ago 1171 main cf202003
conda 384.0 kB | osx-64/r-uwot-0.1.5-r36hc5da6b9_0.tar.bz2  5 years and 9 days ago 426 main cf202003
conda 395.3 kB | osx-64/r-uwot-0.1.5-r35hc5da6b9_0.tar.bz2  5 years and 9 days ago 359 main cf202003
conda 406.1 kB | linux-64/r-uwot-0.1.5-r35h0357c0b_0.tar.bz2  5 years and 9 days ago 3241 main cf202003
conda 394.8 kB | linux-64/r-uwot-0.1.5-r36h0357c0b_0.tar.bz2  5 years and 9 days ago 3587 main cf202003
conda 383.1 kB | win-64/r-uwot-0.1.4-r36h796a38f_0.tar.bz2  5 years and 2 months ago 1336 main cf202003
conda 394.5 kB | win-64/r-uwot-0.1.4-r35h796a38f_0.tar.bz2  5 years and 2 months ago 1275 main cf202003
conda 386.1 kB | osx-64/r-uwot-0.1.4-r35hf99fc2c_0.tar.bz2  5 years and 2 months ago 358 main cf202003
conda 374.7 kB | osx-64/r-uwot-0.1.4-r36hf99fc2c_0.tar.bz2  5 years and 2 months ago 438 main cf202003
conda 403.5 kB | linux-64/r-uwot-0.1.4-r35h0357c0b_0.tar.bz2  5 years and 2 months ago 3464 main cf202003
conda 391.7 kB | linux-64/r-uwot-0.1.4-r36h0357c0b_0.tar.bz2  5 years and 2 months ago 3697 main cf202003
conda 394.1 kB | win-64/r-uwot-0.1.3-r35h796a38f_1.tar.bz2  5 years and 4 months ago 1404 main cf202003
conda 383.0 kB | win-64/r-uwot-0.1.3-r36h796a38f_1.tar.bz2  5 years and 4 months ago 1378 main cf202003
conda 442.9 kB | osx-64/r-uwot-0.1.3-r35hf99fc2c_1.tar.bz2  5 years and 4 months ago 362 main cf202003
conda 374.0 kB | osx-64/r-uwot-0.1.3-r36hf99fc2c_1.tar.bz2  5 years and 4 months ago 382 main cf202003
conda 402.8 kB | linux-64/r-uwot-0.1.3-r35h0357c0b_1.tar.bz2  5 years and 4 months ago 3628 main cf202003
conda 390.9 kB | linux-64/r-uwot-0.1.3-r36h0357c0b_1.tar.bz2  5 years and 4 months ago 3744 main cf202003
conda 394.5 kB | win-64/r-uwot-0.1.3-r35h796a38f_0.tar.bz2  5 years and 6 months ago 1421 main cf202003
conda 446.2 kB | osx-64/r-uwot-0.1.3-r35hf99fc2c_0.tar.bz2  5 years and 6 months ago 352 main cf202003
conda 404.2 kB | linux-64/r-uwot-0.1.3-r35h0357c0b_0.tar.bz2  5 years and 6 months ago 3699 main cf202003

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