uwot: The Uniform Manifold Approximation and Projection (UMAP) Method for Dimensionality Reduction

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.

Getting started

Package details

AuthorJames Melville [aut, cre]
MaintainerJames Melville <[email protected]>
LicenseGPL-3
Version0.1.3
URL https://github.com/jlmelville/uwot
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("uwot")

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uwot documentation built on May 2, 2019, 7 a.m.