umap: 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 <arXiv:1802.03426>. 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).

Package details

AuthorTomasz Konopka [aut, cre]
MaintainerTomasz Konopka <[email protected]>
LicenseMIT + file LICENSE
Version0.2.0.0
URL https://github.com/tkonopka/umap
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("umap")

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umap documentation built on July 26, 2018, 9:01 a.m.