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An open API service for producing an overview of a list of open source projects.

JOSS: https://github.com/lmcinnes/umap

dimensionality-reduction machine-learning topological-data-analysis umap visualization

Score: 30.290456609749306

Last synced: about 5 hours ago
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Repository metadata:

Uniform Manifold Approximation and Projection

Owner metadata:

GitHub Events

Total
Last Year

Committers metadata

Last synced: 23 days ago

Total Commits: 1,617
Total Committers: 148
Avg Commits per committer: 10.926
Development Distribution Score (DDS): 0.429

Commits in past year: 89
Committers in past year: 14
Avg Commits per committer in past year: 6.357
Development Distribution Score (DDS) in past year: 0.697

Name Email Commits
Leland McInnes l****s@g****m 924
leriomaggio v****o@g****m 63
paxtonfitzpatrick p****9@d****u 43
James Melville j****e@g****m 42
adalmia96 a****1@j****u 31
jacob golding t****1@a****o 26
Max Cembalest m****t@g****m 18
timsainb t****b@g****m 18
gclen g****g@u****t 17
Benoit Hamelin b****n@c****a 16
jh83775 7****. 15
AMS-Hippo 1****o 14
Christopher Akiki c****i@g****m 14
Nathaniel Saul n****t@s****m 14
John Healy j****l@g****m 14
Benson Muite b****t 12
Hande Gözükan h****n@i****r 12
Joseph Courtney j****y@g****m 12
Sebastian Pujalte 3****s 11
parashardhapola p****a@g****m 11
Tom White t****e@g****m 10
Francois Chollet f****t@g****m 10
Hoon Cho h****o@m****u 10
sleighsoft j****r@g****m 9
gclendenning 6****g 9
Andrew Tritt a****t@l****v 8
Matthew Carrigan r****1@g****m 8
Vicram Rajagopalan 4****r 8
usul83 u****b@u****k 8
jc-healy j****y@g****m 8
and 118 more...

Issue and Pull Request metadata

Last synced: 5 months ago

Total issues: 244
Total pull requests: 116
Average time to close issues: 4 months
Average time to close pull requests: 29 days
Total issue authors: 223
Total pull request authors: 68
Average comments per issue: 2.73
Average comments per pull request: 1.38
Merged pull request: 77
Bot issues: 0
Bot pull requests: 0

Past year issues: 37
Past year pull requests: 30
Past year average time to close issues: 6 days
Past year average time to close pull requests: 2 days
Past year issue authors: 36
Past year pull request authors: 16
Past year average comments per issue: 0.78
Past year average comments per pull request: 0.23
Past year merged pull request: 14
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/lmcinnes/umap

Top Issue Authors

  • gg4u (7)
  • idekany (3)
  • Rridley7 (2)
  • conchoecia (2)
  • KnSun99 (2)
  • Cristian-wp (2)
  • erenozcelik (2)
  • rhysnewell (2)
  • Dyn-Walker (2)
  • dbl001 (2)
  • dewball345 (2)
  • PierreGtch (2)
  • carlosgmartin (2)
  • bernstei (2)
  • abs51295 (2)

Top Pull Request Authors

  • lmcinnes (9)
  • gclendenning (6)
  • fchollet (5)
  • AMS-Hippo (4)
  • cakiki (4)
  • hamelin (4)
  • wilsonjr (2)
  • HairyFotr (2)
  • mcembalest (2)
  • NickCrews (2)
  • milesmcc (2)
  • Dhia-naouali (2)
  • kmkolasinski (2)
  • notgivenby (2)
  • TNTksals (2)

Top Issue Labels

  • Good Reads (4)
  • new feature (3)
  • documentation (2)
  • enhancement (2)
  • good first issue (1)
  • 0.4 (1)

Top Pull Request Labels

Package metadata

ubuntu-22.04: umap-learn

  • Homepage: https://github.com/lmcinnes/umap
  • Licenses: bsd-3-clause
  • Latest release: 0.4.5+dfsg-2 (published 3 months ago)
  • Last Synced: 2026-03-13T17:34:47.018Z (2 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 0.05%
    • Stargazers count: 0.093%
    • Forks count: 0.105%
pypi.org: umap-learn

Uniform Manifold Approximation and Projection

  • Homepage: http://github.com/lmcinnes/umap
  • Documentation: https://umap-learn.readthedocs.io/
  • Licenses: BSD
  • Latest release: 0.5.12 (published about 1 month ago)
  • Last Synced: 2026-04-24T12:37:55.424Z (20 days ago)
  • Versions: 45
  • Dependent Packages: 370
  • Dependent Repositories: 2,209
  • Downloads: 6,310,658 Last month
  • Docker Downloads: 1,318,322
  • Rankings:
    • Dependent packages count: 0.082%
    • Dependent repos count: 0.234%
    • Downloads: 0.327%
    • Stargazers count: 0.349%
    • Average: 0.558%
    • Docker downloads count: 0.798%
    • Forks count: 1.56%
  • Maintainers (3)
conda-forge.org: umap-learn

umap-learn provides the UMAP manifold based dimension reduction algorithm. The package provides an sklearn compatible interface to t-SNE like dimension reduction technique that has better runtime performance than t-SNE and often preserves more global structure than t-SNE.

  • Homepage: http://github.com/lmcinnes/umap
  • Licenses: BSD-2-Clause
  • Latest release: 0.5.3 (published about 4 years ago)
  • Last Synced: 2026-04-01T16:17:37.560Z (about 1 month ago)
  • Versions: 23
  • Dependent Packages: 14
  • Dependent Repositories: 84
  • Downloads: 3,485,079 Total
  • Rankings:
    • Dependent repos count: 3.803%
    • Stargazers count: 4.337%
    • Dependent packages count: 4.472%
    • Average: 4.664%
    • Forks count: 6.044%
proxy.golang.org: github.com/lmcinnes/umap

  • Homepage:
  • Documentation: https://pkg.go.dev/github.com/lmcinnes/umap#section-documentation
  • Licenses: bsd-3-clause
  • Latest release: v0.1.4 (published over 8 years ago)
  • Last Synced: 2026-04-21T07:15:41.509Z (23 days ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Stargazers count: 0.821%
    • Forks count: 0.995%
    • Average: 5.212%
    • Dependent packages count: 8.384%
    • Dependent repos count: 10.647%
spack.io: py-umap-learn

Uniform Manifold Approximation and Projection (UMAP) is a dimension reduction technique that can be used for visualisation similarly to t-SNE, but also for general non-linear dimension reduction.

  • Homepage: https://github.com/lmcinnes/umap
  • Licenses: []
  • Latest release: 0.5.3 (published over 3 years ago)
  • Last Synced: 2026-04-21T07:15:39.908Z (23 days ago)
  • Versions: 1
  • Dependent Packages: 2
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Stargazers count: 1.848%
    • Forks count: 3.418%
    • Average: 8.333%
    • Dependent packages count: 28.067%
  • Maintainers (1)
pypi.org: umap-learn-no-tf

Uniform Manifold Approximation and Projection

  • Homepage: http://github.com/lmcinnes/umap
  • Documentation: https://umap-learn-no-tf.readthedocs.io/
  • Licenses: BSD
  • Latest release: 0.5.7 (published 7 months ago)
  • Last Synced: 2026-04-21T07:15:07.829Z (23 days ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 161 Last month
  • Rankings:
    • Stargazers count: 0.848%
    • Forks count: 2.089%
    • Dependent packages count: 8.402%
    • Average: 15.92%
    • Downloads: 20.767%
    • Dependent repos count: 47.492%
  • Maintainers (1)
anaconda.org: umap-learn

umap-learn provides the UMAP manifold based dimension reduction algorithm. The package provides an sklearn compatible interface to t-SNE like dimension reduction technique that has better runtime performacne than t-SNE and often preserves more global structure than t-SNE.

  • Homepage: https://github.com/lmcinnes/umap
  • Licenses: BSD-3-Clause
  • Latest release: 0.5.11 (published 4 months ago)
  • Last Synced: 2026-04-11T22:04:42.191Z (about 1 month ago)
  • Versions: 3
  • Dependent Packages: 0
  • Dependent Repositories: 84
  • Rankings:
    • Stargazers count: 10.123%
    • Forks count: 12.699%
    • Dependent repos count: 20.184%
    • Average: 20.989%
    • Dependent packages count: 40.951%
nixpkgs-24.11: python312Packages.umap-learn

Uniform Manifold Approximation and Projection

nixpkgs-23.11: python310Packages.umap-learn

Uniform Manifold Approximation and Projection

nixpkgs-23.05: python311Packages.umap-learn

Uniform Manifold Approximation and Projection

guix: python-umap-learn

Uniform Manifold Approximation and Projection

nixpkgs-24.05: python311Packages.umap-learn

Uniform Manifold Approximation and Projection

nixpkgs-24.11: python311Packages.umap-learn

Uniform Manifold Approximation and Projection

nixpkgs-unstable: python313Packages.umap-learn

Uniform Manifold Approximation and Projection

ubuntu-23.04: umap-learn

  • Homepage: https://github.com/lmcinnes/umap
  • Licenses:
  • Latest release: 0.5.3+dfsg-2 (published 3 months ago)
  • Last Synced: 2026-03-11T17:14:33.279Z (2 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
nixpkgs-23.05: python310Packages.umap-learn

Uniform Manifold Approximation and Projection

debian-11: umap-learn

  • Homepage: https://github.com/lmcinnes/umap
  • Documentation: https://packages.debian.org/bullseye/umap-learn
  • Licenses:
  • Latest release: 0.4.5+dfsg-2 (published 3 months ago)
  • Last Synced: 2026-03-14T09:23:30.151Z (2 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
ubuntu-23.10: umap-learn

  • Homepage: https://github.com/lmcinnes/umap
  • Licenses:
  • Latest release: 0.5.3+dfsg-2 (published 3 months ago)
  • Last Synced: 2026-03-14T07:09:22.156Z (2 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
nixpkgs-24.05: python312Packages.umap-learn

Uniform Manifold Approximation and Projection

debian-12: umap-learn

  • Homepage: https://github.com/lmcinnes/umap
  • Documentation: https://packages.debian.org/bookworm/umap-learn
  • Licenses:
  • Latest release: 0.5.3+dfsg-2 (published 3 months ago)
  • Last Synced: 2026-03-14T02:28:21.688Z (2 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
nixpkgs-unstable: python314Packages.umap-learn

Uniform Manifold Approximation and Projection

ubuntu-24.10: umap-learn

  • Homepage: https://github.com/lmcinnes/umap
  • Licenses: bsd-3-clause
  • Latest release: 0.5.4+dfsg-1 (published 3 months ago)
  • Last Synced: 2026-03-13T14:18:05.004Z (2 months ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent repos count: 0.0%
    • Dependent packages count: 0.0%
    • Average: 100%
nixpkgs-23.11: python311Packages.umap-learn

Uniform Manifold Approximation and Projection

Dependencies

doc/doc_requirements.txt pypi
  • bokeh >=0.13
  • datashader >=0.6
  • numba >=0.37
  • numpy >=1.13
  • scikit-learn >=0.19
  • scipy >=0.19
  • seaborn >=0.8
  • sphinx-gallery *
  • tqdm *
docs_requirements.txt pypi
  • matplotlib *
  • pillow *
  • sphinx *
  • sphinx_gallery *
  • sphinx_rtd_theme *
requirements.txt pypi
  • numba >=0.51.2
  • numpy >=1.17
  • pynndescent >=0.5
  • scikit-learn >=0.22
  • scipy >=1.3.1
  • tbb >=2019.0
  • tqdm *