Skip to content

umap

Uniform Manifold Approximation and Projection

v0.2.10.0 · Feb 1, 2023 · MIT + file LICENSE

Description

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).

Downloads

11.1K

Last 30 days

1185th

33.9K

Last 90 days

149.5K

Last year

Trend: -2.2% (30d vs prior 30d)

CRAN Check Status

2 NOTE
12 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK
Check details (2 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Tomasz Konopka <tokonopka@gmail.com>’

The Description field contains
  (2018) in <arXiv:1802.03426>. This package provides an interface for
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Tomasz Konopka <tokonopka@gmail.com>’

The Description field contains
  (2018) in <arXiv:1802.03426>. This package provides an interface for
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Tomasz Konopka <tokonopka@gmail.com>’

The Description field contains
  (2018) in <arXiv:1802.03426>. This package provides an interface for
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Tomasz Konopka <tokonopka@gmail.com>’

The Description field contains
  (2018) in <arXiv:1802.03426>. This package provides an interface for
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Reverse Dependencies (32)

depends

Dependency Network

Dependencies Reverse dependencies Matrix openssl reticulate Rcpp RSpectra KODAMA EmbedSOM FateID HVT Mercator RSDA RaceID SaturnCoefficient SuperCell chameleon emcAdr ggpca ggsem jrSiCKLSNMF karyotapR +17 more reverse deps umap

Version History

new 0.2.10.0 Mar 10, 2026
updated 0.2.10.0 ← 0.2.9.0 diff Jan 31, 2023
updated 0.2.9.0 ← 0.2.8.0 diff Aug 24, 2022
updated 0.2.8.0 ← 0.2.7.0 diff Mar 22, 2022
updated 0.2.7.0 ← 0.2.6.0 diff Nov 3, 2020
updated 0.2.6.0 ← 0.2.5.0 diff Jun 15, 2020
updated 0.2.5.0 ← 0.2.4.1 diff Mar 8, 2020
updated 0.2.4.1 ← 0.2.4.0 diff Jan 8, 2020
updated 0.2.4.0 ← 0.2.3.1 diff Dec 6, 2019
updated 0.2.3.1 ← 0.2.3 diff Aug 20, 2019
updated 0.2.3 ← 0.2.2.0 diff Aug 18, 2019
updated 0.2.2.0 ← 0.2.1.0 diff May 12, 2019
updated 0.2.1.0 ← 0.2.0.0 diff Apr 29, 2019
updated 0.2.0.0 ← 0.1.0.3 diff Jul 24, 2018
new 0.1.0.3 Jun 23, 2018