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) <doi:10.48550/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) <doi:10.48550/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.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.2.4 |
rolling linux/jammy R-4.5 | uwot_0.2.4.tar.gz |
993.7 KiB |
0.2.4 |
rolling linux/noble R-4.5 | uwot_0.2.4.tar.gz |
1003.8 KiB |
0.2.4 |
rolling source/ R- | uwot_0.2.4.tar.gz |
595.6 KiB |
0.2.4 |
latest linux/jammy R-4.5 | uwot_0.2.4.tar.gz |
993.7 KiB |
0.2.4 |
latest linux/noble R-4.5 | uwot_0.2.4.tar.gz |
1003.8 KiB |
0.2.4 |
latest source/ R- | uwot_0.2.4.tar.gz |
595.6 KiB |
0.2.4 |
2026-04-26 source/ R- | uwot_0.2.4.tar.gz |
595.6 KiB |
0.2.4 |
2026-04-23 source/ R- | uwot_0.2.4.tar.gz |
595.6 KiB |
0.2.4 |
2026-04-09 windows/windows R-4.5 | uwot_0.2.4.zip |
1.2 MiB |
0.2.3 |
2025-04-20 source/ R- | uwot_0.2.3.tar.gz |
595.2 KiB |