Standout Papers

UMAP: Uniform Manifold Approximation and Projection 2018 2026 2020 2023 4.1k
  1. UMAP: Uniform Manifold Approximation and Projection (2018)
    Leland McInnes, John Healy et al. The Journal of Open Source Software

Immediate Impact

6 by Nobel laureates 23 from Science/Nature 65 standout
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Citing Papers

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Works of Nathaniel Saul being referenced

UMAP: Uniform Manifold Approximation and Projection
2018 Standout

Author Peers

Author Last Decade Papers Cites
Nathaniel Saul 431 315 381 1741 715 5 4.3k
Lukas Großberger 410 216 344 1720 702 3 4.1k
John Healy 597 284 672 3613 1148 6 8.1k
Leland McInnes 597 284 672 3616 1150 7 8.1k
Wes McKinney 177 180 132 1185 658 7 5.9k
Ross Ihaka 115 145 88 2949 592 14 11.6k
Stéfan van der Walt 671 206 464 1361 776 23 10.9k
Jean‐Loup Guillaume 537 392 187 2174 1862 29 11.1k
Sébastien Heymann 376 240 51 1948 641 4 8.5k
Juan Nunez-Iglesias 456 42 413 963 322 25 4.2k
Nenad Nikolić 154 100 59 1001 420 2 6.3k

All Works

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2026