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Uniform Manifold Approximation and Projection.

Uniform manifold approximation and projection is a technique for dimension reduction. The algorithm was described by McInnes and Healy (2018) in . This package provides an interface for two implementations. One is written from scratch, including components for nearest-neighbor search and for embedding. The second implementation is a wrapper for 'python' package 'umap-learn' (requires separate installation, see vignette for more details).

Maintainer: Tomasz Konopka
Author(s): Tomasz Konopka [aut, cre]

License: MIT + file LICENSE

Uses: openssl, Rcpp, reticulate, RSpectra, testthat, knitr, rmarkdown
Reverse suggests: dimRed, EmbedSOM, OTclust

Released 5 days ago.

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