tkonopka/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).
Getting started
Browse package contents
Package details |
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| Author | Tomasz Konopka [aut, cre] |
| Maintainer | Tomasz Konopka <tokonopka@gmail.com> |
| License | MIT + file LICENSE |
| Version | 0.2.11.0 |
| URL | https://github.com/tkonopka/umap |
| Package repository | View on GitHub |
| Installation |
Install the latest version of this package by entering the following in R:
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