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.
Package details |
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Author | James Melville [aut, cre], Aaron Lun [ctb], Mohamed Nadhir Djekidel [ctb], Yuhan Hao [ctb], Dirk Eddelbuettel [ctb] |
Maintainer | James Melville <jlmelville@gmail.com> |
License | GPL (>= 3) |
Version | 0.1.16 |
URL | https://github.com/jlmelville/uwot |
Package repository | View on CRAN |
Installation |
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