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https://github.com/NVIDIA/cuml

cuda gpu machine-learning machine-learning-algorithms nvidia

Score: 14.02711660753571

Last synced: about 6 hours ago
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Repository metadata:

NVIDIA cuML: GPU-Accelerated Machine Learning


Owner metadata:


GitHub Events

Total
Last Year

Committers metadata

Last synced: 6 days ago

Total Commits: 13,023
Total Committers: 203
Avg Commits per committer: 64.153
Development Distribution Score (DDS): 0.857

Commits in past year: 716
Committers in past year: 54
Avg Commits per committer in past year: 13.259
Development Distribution Score (DDS) in past year: 0.697

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 1634
divyegala d****a@g****m 452
Jim Crist-Harif j****f@g****m 356
Vishal Mehta v****m@n****m 346
Louis Sugy l****y@n****m 322
salonijain27 s****6@g****m 322
Victor Lafargue v****e@n****m 312
Salonijain27 s****6@g****u 303
Tamas Bela Feher t****r@n****m 272
Simon Andersen s****n@n****m 247
Max Rietmann m****n@n****m 221
Simon Adorf s****f@n****m 218
John Zedlewski j****i@n****m 216
Nanthini Balasubramanian n****b@n****m 199
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 156
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
Bradley Dice b****e@b****m 113
William Hicks w****s 109
Michael Demoret m****t@n****m 101
Saloni Jain s****n@d****m 99
and 173 more...

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 35
Total pull requests: 60
Average time to close issues: 11 months
Average time to close pull requests: 1 day
Total issue authors: 19
Total pull request authors: 18
Average comments per issue: 3.11
Average comments per pull request: 3.22
Merged pull request: 42
Bot issues: 0
Bot pull requests: 8

Past year issues: 30
Past year pull requests: 60
Past year average time to close issues: 3 months
Past year average time to close pull requests: 1 day
Past year issue authors: 14
Past year pull request authors: 18
Past year average comments per issue: 1.27
Past year average comments per pull request: 3.22
Past year merged pull request: 42
Past year bot issues: 0
Past year bot pull requests: 8

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

Top Issue Authors

  • csadorf (8)
  • jcrist (6)
  • tarang-jain (3)
  • chyunsu3 (2)
  • irina-resh-nvda (2)
  • divyegala (1)
  • wphicks (1)
  • hassanshamji (1)
  • betatim (1)
  • btepera (1)
  • kyledufrane (1)
  • aamijar (1)
  • apiqwe (1)
  • JulienAu (1)
  • teju85 (1)

Top Pull Request Authors

  • jcrist (11)
  • rapids-bot[bot] (8)
  • viclafargue (6)
  • csadorf (4)
  • jameslamb (4)
  • NIne-WIngEd (4)
  • RAMitchell (3)
  • josephine-wolf-oberholtzer (3)
  • chyunsu3 (3)
  • bdice (3)
  • betatim (3)
  • JulienAu (2)
  • ghostdoglzd (1)
  • adityaanikam (1)
  • Rajkaran-122 (1)

Top Issue Labels

  • bug (14)
  • ci (7)
  • feature request (4)
  • ? - Needs Triage (3)
  • Dask / cuml.dask (2)
  • CUDA / C++ (2)
  • Multi-GPU (1)
  • Cython / Python (1)
  • good first issue (1)
  • doc (1)
  • improvement (1)
  • algo: tsne (1)
  • algo: random-forest (1)
  • inactive-30d (1)
  • Tech Debt (1)
  • algo: spectral-embedding (1)
  • proposal (1)
  • Build or Dep (1)
  • cuml-accel (1)

Top Pull Request Labels

  • non-breaking (42)
  • Cython / Python (40)
  • improvement (32)
  • CUDA/C++ (18)
  • bug (9)
  • CMake (8)
  • ci (7)
  • breaking (4)
  • doc (4)
  • conda (2)
  • DO NOT MERGE (1)
  • feature request (1)
  • sklearn-api-compat (1)

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