uwot (version 0.1.16)

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

Description

An implementation of the Uniform Manifold Approximation and Projection dimensionality reduction by McInnes et al. (2018) . 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) 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 () for more documentation and examples.

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install.packages('uwot')

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26,092

Version

0.1.16

License

GPL (>= 3)

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Last Published

June 29th, 2023

Functions in uwot (0.1.16)