https://github.com/rapidsai/cuml

cuda gpu machine-learning machine-learning-algorithms nvidia

Score: 26.659417051371904

Last synced: 37 minutes ago
JSON representation

Repository metadata:

cuML - RAPIDS Machine Learning Library

Host: GitHub
URL: https://github.com/rapidsai/cuml
Owner: rapidsai
License: apache-2.0
Created: 2018-10-11T15:45:35.000Z (over 7 years ago)
Default Branch: main
Last Pushed: 2026-05-26T18:04:15.000Z (4 days ago)
Last Synced: 2026-05-26T19:07:25.805Z (4 days ago)
Topics: cuda, gpu, machine-learning, machine-learning-algorithms, nvidia
Language: Python
Homepage: https://docs.rapids.ai/api/cuml/stable/
Size: 73 MB
Stars: 5,202
Watchers: 72
Forks: 624
Open Issues: 862
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Codeowners: .github/CODEOWNERS

Owner metadata:

Name: RAPIDS
Login: rapidsai
Email:
Kind: organization
Description: Open GPU Data Science
Website: https://rapids.ai
Location:
Twitter: RAPIDSai
Company:
Icon url: https://avatars.githubusercontent.com/u/43887749?v=4
Repositories: 122
Last Synced at: 2024-04-15T04:58:14.907Z
Profile URL: https://github.com/rapidsai

Committers metadata

Last synced: 3 days ago

Total Commits: 12,839
Total Committers: 193
Avg Commits per committer: 66.523
Development Distribution Score (DDS): 0.855

Commits in past year: 682
Committers in past year: 45
Avg Commits per committer in past year: 15.156
Development Distribution Score (DDS) in past year: 0.664

Name	Email	Commits
Corey J. Nolet	c**t@g**m	1856
Thejaswi Rao	r**i@g**m	1677
Dante Gama Dessavre	d**g@n**m	1628
divyegala	d**a@g**m	449
Vishal Mehta	v**m@n**m	346
Louis Sugy	l**y@n**m	322
salonijain27	s**6@g**m	322
Jim Crist-Harif	j**f@g**m	308
Salonijain27	s**6@g**u	303
Victor Lafargue	v**e@n**m	299
Tamas Bela Feher	t**r@n**m	272
Simon Andersen	s**n@n**m	247
Max Rietmann	m**n@n**m	221
John Zedlewski	j**i@n**m	216
Nanthini Balasubramanian	n**b@n**m	199
Simon Adorf	s**f@n**m	191
Onur Yilmaz	o**z@n**m	178
Saloni Jain	s**6@r**u	172
Andy Adinets	a**s@n**m	162
Philip Hyunsu Cho	c**1@c**u	153
Raymond Douglass	r**y@r**m	141
Daniel Han-Chen	d**n@g**m	135
Mike Wendt	m**t@m**m	131
Vinay Deshpande	v**d@n**m	123
Nick Becker	n**0@g**m	117
Levs Dolgovs	l**s@n**m	114
William Hicks	w****s	109
Bradley Dice	b**e@b**m	104
Michael Demoret	m**t@n**m	101
Saloni Jain	s**n@d**m	99
and 163 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 762
Total pull requests: 1,884
Average time to close issues: 11 months
Average time to close pull requests: 23 days
Total issue authors: 301
Total pull request authors: 84
Average comments per issue: 2.05
Average comments per pull request: 2.2
Merged pull request: 1,305
Bot issues: 2
Bot pull requests: 183

Past year issues: 153
Past year pull requests: 284
Past year average time to close issues: 16 days
Past year average time to close pull requests: 4 days
Past year issue authors: 41
Past year pull request authors: 34
Past year average comments per issue: 0.95
Past year average comments per pull request: 1.77
Past year merged pull request: 152
Past year bot issues: 1
Past year bot pull requests: 18

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

Top Issue Authors

csadorf (125)
jcrist (58)
dantegd (35)
beckernick (27)
divyegala (21)
cjnolet (19)
aamijar (18)
betatim (15)
wphicks (14)
jinsolp (12)
jameslamb (10)
jakirkham (9)
Intron7 (8)
hcho3 (8)
teju85 (7)

Top Pull Request Authors

jcrist (259)
rapids-bot[bot] (183)
csadorf (166)
dantegd (129)
bdice (126)
hcho3 (79)
betatim (74)
viclafargue (69)
jameslamb (65)
vyasr (63)
GPUtester (57)
divyegala (48)
wphicks (42)
KyleFromNVIDIA (38)
mroeschke (34)

Top Issue Labels

? - Needs Triage (331)
bug (295)
feature request (148)
question (62)
inactive-90d (39)
inactive-30d (38)
Cython / Python (35)
doc (34)
cuml-accel (33)
improvement (24)
ci (22)
CUDA / C++ (15)
tests (14)
Tech Debt (13)
good first issue (13)
0 - Backlog (12)
cuml-cpu (9)
Dask / cuml.dask (9)
sklearn-api-compat (8)
algo: svm (7)
algo: umap (7)
information-requested (6)
non-breaking (5)
New Algorithm (5)
Tracker (5)
algo: neighbors (5)
algorithms/hdbscan (4)
algo: hdbscan (4)
FIL (4)
conda (4)

Top Pull Request Labels

non-breaking (1,275)
Cython / Python (1,064)
improvement (855)
CUDA/C++ (415)
bug (385)
conda (294)
ci (264)
CMake (250)
breaking (76)
3 - Ready for Review (69)
feature request (67)
cuml-accel (56)
cuml-cpu (48)
doc (40)
tests (38)
DO NOT MERGE (28)
5 - DO NOT MERGE (23)
2 - In Progress (23)
5 - Ready to Merge (16)
Dask / cuml.dask (7)
CUDA / C++ (7)
Tech Debt (7)
Build or Dep (6)
inactive-30d (6)
4 - Waiting on Reviewer (6)
inactive-90d (6)
gpuCI (4)
0 - Blocked (3)
algo: umap (3)
4 - Waiting on Author (3)

Package metadata

Total packages: 9
Total downloads:
- pypi: 323,215 last-month
Total docker downloads: 144
Total dependent packages: 9 (may contain duplicates)
Total dependent repositories: 12 (may contain duplicates)
Total versions: 89
Total maintainers: 5

pypi.org: cuml-cu11

cuML - RAPIDS ML Algorithms

Homepage: https://github.com/rapidsai/cuml
Documentation: https://docs.rapids.ai/api/cuml/stable/
Licenses: Apache-2.0
Latest release: 25.6.0 (published 12 months ago)
Last Synced: 2026-05-27T22:01:18.684Z (3 days ago)
Versions: 20
Dependent Packages: 4
Dependent Repositories: 11
Downloads: 1,712 Last month
Docker Downloads: 144
Rankings:
- Dependent packages count: 2.367%
- Average: 3.985%
- Docker downloads count: 4.316%
- Dependent repos count: 4.373%
- Downloads: 4.883%
Maintainers (3)

proxy.golang.org: github.com/rapidsai/cuml

Homepage:
Documentation: https://pkg.go.dev/github.com/rapidsai/cuml#section-documentation
Licenses: apache-2.0
Latest release: v0.19.0 (published about 5 years ago)
Last Synced: 2026-05-27T22:01:19.346Z (3 days ago)
Versions: 21
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Stargazers count: 1.132%
- Forks count: 1.334%
- Average: 5.483%
- Dependent packages count: 8.899%
- Dependent repos count: 10.567%

pypi.org: cuml-cu12

cuML - RAPIDS ML Algorithms

Homepage: https://github.com/rapidsai/cuml
Documentation: https://docs.rapids.ai/api/cuml/stable/
Licenses: apache-2.0
Latest release: 26.4.0 (published about 2 months ago)
Last Synced: 2026-05-27T22:01:18.593Z (3 days ago)
Versions: 20
Dependent Packages: 5
Dependent Repositories: 1
Downloads: 183,113 Last month
Rankings:
- Dependent packages count: 3.173%
- Downloads: 8.013%
- Average: 10.907%
- Dependent repos count: 21.535%
Maintainers (1)
- nvidia

spack.io: py-cuml

cuML is a suite of libraries that implement machine learning algorithms and mathematical primitives functions that share compatible APIs with other RAPIDS projects.

Homepage: https://github.com/rapidsai/cuml
Licenses: []
Latest release: 0.15.0 (published about 4 years ago)
Last Synced: 2026-05-27T22:01:17.614Z (3 days ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Stargazers count: 4.085%
- Forks count: 4.293%
- Average: 16.413%
- Dependent packages count: 57.274%
Maintainers (1)
- adamjstewart

pypi.org: libcuml-cu13

cuML - RAPIDS ML Algorithms (C++)

Homepage: https://github.com/rapidsai/cuml
Documentation: https://libcuml-cu13.readthedocs.io/
Licenses: apache-2.0
Latest release: 26.4.0 (published about 2 months ago)
Last Synced: 2026-05-27T22:01:15.850Z (3 days ago)
Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 9,003 Last month
Rankings:
- Dependent packages count: 9.332%
- Average: 30.949%
- Dependent repos count: 52.566%
Maintainers (1)
- nvidia

pypi.org: cuml-cu13

cuML - RAPIDS ML Algorithms

Homepage: https://github.com/rapidsai/cuml
Documentation: https://docs.rapids.ai/api/cuml/stable/
Licenses: apache-2.0
Latest release: 26.4.0 (published about 2 months ago)
Last Synced: 2026-05-27T22:01:19.213Z (3 days ago)
Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 4,456 Last month
Rankings:
- Dependent packages count: 9.338%
- Average: 30.969%
- Dependent repos count: 52.6%
Maintainers (1)
- nvidia

pypi.org: libcuml-cu12

cuML - RAPIDS ML Algorithms (C++)

Homepage: https://github.com/rapidsai/cuml
Documentation: https://libcuml-cu12.readthedocs.io/
Licenses: apache-2.0
Latest release: 26.4.0 (published about 2 months ago)
Last Synced: 2026-05-27T22:01:32.032Z (3 days ago)
Versions: 9
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 123,846 Last month
Rankings:
- Dependent packages count: 9.621%
- Average: 31.898%
- Dependent repos count: 54.175%
Maintainers (1)
- nvidia

pypi.org: libcuml-cu11

cuML - RAPIDS ML Algorithms (C++)

Homepage: https://github.com/rapidsai/cuml
Documentation: https://libcuml-cu11.readthedocs.io/
Licenses: Apache-2.0
Latest release: 25.6.0 (published 12 months ago)
Last Synced: 2026-05-27T22:01:29.044Z (3 days ago)
Versions: 4
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 517 Last month
Rankings:
- Dependent packages count: 9.621%
- Average: 31.898%
- Dependent repos count: 54.175%
Maintainers (1)
- nvidia

pypi.org: bdtrinity

BDTrinity - An open source, low-code machine learning library in Python.

Homepage: https://matrix-neo.gitbook.io/bd-trinity
Documentation: https://bdtrinity.readthedocs.io/
Licenses: MIT
Latest release: 2.1.0 (published over 1 year ago)
Last Synced: 2026-05-27T22:01:19.211Z (3 days ago)
Versions: 4
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 568 Last month
Rankings:
- Dependent packages count: 10.023%
- Average: 33.216%
- Dependent repos count: 56.409%
Maintainers (1)
- sathish999

Dependencies

.github/workflows/build.yaml actions

.github/workflows/labeler.yml actions

actions/labeler main composite

.github/workflows/new-issues-to-triage-projects.yml actions

docker://takanabe/github-actions-automate-projects v0.0.1 composite

.github/workflows/pr.yaml actions

.github/workflows/test.yaml actions

pyproject.toml pypi

.github/workflows/pr_issue_status_automation.yml actions

actions/checkout v4 composite

.devcontainer/Dockerfile docker

${BASE} latest build
${PYTHON_PACKAGE_MANAGER}-base latest build

.github/workflows/pr_assign_author.yml actions

.github/workflows/trigger-breaking-change-alert.yaml actions

python/cuml/pyproject.toml pypi

cuda-python >=13.0.1,<14.0
cuda-toolkit [cublas,cufft,curand,cusolver,cusparse]>=12,<14
cudf ==26.2.*,>=0.0.0a0
cupy-cuda13x >=13.6.0
joblib >=0.11
libcuml ==26.2.*,>=0.0.0a0
numba >=0.60.0,<0.62.0
numba-cuda [cu13]>=0.22.1,<0.23.0
numpy >=1.23,<3.0
packaging *
pylibraft ==26.2.*,>=0.0.0a0
rich *
rmm ==26.2.*,>=0.0.0a0
scikit-learn >=1.5
scipy >=1.13.0
treelite >=4.6.1,<5.0.0

python/libcuml/pyproject.toml pypi

cuda-toolkit [cublas,cufft,curand,cusolver,cusparse]>=12,<14
libraft ==26.2.*,>=0.0.0a0
rapids-logger ==0.2.*,>=0.0.0a0

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Summary

https://github.com/rapidsai/cuml

Repository metadata:

Owner metadata:

Committers metadata

Issue and Pull Request metadata

Top Issue Authors

Top Pull Request Authors

Top Issue Labels

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Package metadata

pypi.org: cuml-cu11

proxy.golang.org: github.com/rapidsai/cuml

pypi.org: cuml-cu12

spack.io: py-cuml

pypi.org: libcuml-cu13

pypi.org: cuml-cu13

pypi.org: libcuml-cu12

pypi.org: libcuml-cu11

pypi.org: bdtrinity

Dependencies