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

JOSS: https://github.com/NKI-AI/direct

deep-learning fastmri-challenge inverse-problems medical-imaging mri-reconstruction pytorch

Score: 13.230264862064377

Last synced: about 7 hours ago
JSON representation

Repository metadata:

Deep learning framework for MRI reconstruction

Owner metadata:

GitHub Events

Total
Last Year

Committers metadata

Last synced: 1 day ago

Total Commits: 613
Total Committers: 7
Avg Commits per committer: 87.571
Development Distribution Score (DDS): 0.272

Commits in past year: 10
Committers in past year: 2
Avg Commits per committer in past year: 5.0
Development Distribution Score (DDS) in past year: 0.3

Name Email Commits
Jonas Teuwen j****n@g****m 446
George Yiasemis g****s@h****m 93
Dimitrios Karkalousos d****s@g****m 28
deepsource-autofix[bot] 6****] 24
wdika d****s@a****l 19
George Yiasemis g****s@a****l 2
dependabot[bot] 4****] 1

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 55
Total pull requests: 90
Average time to close issues: about 1 month
Average time to close pull requests: 27 days
Total issue authors: 22
Total pull request authors: 5
Average comments per issue: 1.64
Average comments per pull request: 0.64
Merged pull request: 67
Bot issues: 0
Bot pull requests: 8

Past year issues: 8
Past year pull requests: 10
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 7 days
Past year issue authors: 3
Past year pull request authors: 3
Past year average comments per issue: 0.5
Past year average comments per pull request: 1.1
Past year merged pull request: 8
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/NKI-AI/direct

Top Issue Authors

  • georgeyiasemis (17)
  • zwep (8)
  • jonasteuwen (5)
  • NayeeC (3)
  • kingaza (2)
  • estenhl (2)
  • SHUGOSHAx (2)
  • amirshamaei (2)
  • osorensen (1)
  • zg-young (1)
  • XiaoMengLiLiLi (1)
  • osbm (1)
  • Winnie-xwj (1)
  • yilmazkorkmaz1 (1)
  • Breeze-Zero (1)

Top Pull Request Authors

  • georgeyiasemis (70)
  • jonasteuwen (10)
  • dependabot[bot] (8)
  • Copilot (1)
  • danielskatz (1)

Top Issue Labels

  • enhancement (26)
  • bug (18)
  • Stale (13)
  • better engineering (2)
  • documentation (1)
  • help wanted (1)
  • question (1)

Top Pull Request Labels

  • python (63)
  • documentation (33)
  • ci (16)
  • dependencies (8)
  • bug (4)
  • better engineering (4)
  • enhancement (3)
  • docker (2)
  • javascript (1)

Package metadata

pypi.org: direct-recon

DIRECT - Deep Image REConsTruction - is a deep learning framework for MRI reconstruction.

  • Homepage: https://github.com/NKI-AI/direct
  • Documentation: https://direct-recon.readthedocs.io/
  • Licenses: Apache-2.0
  • Latest release: 2.1.1 (published 8 days ago)
  • Last Synced: 2026-08-14T01:12:46.239Z (1 day ago)
  • Versions: 1
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Downloads: 250 Last month
  • Rankings:
    • Dependent packages count: 6.728%
    • Average: 22.395%
    • Dependent repos count: 38.063%
  • Maintainers (1)

Dependencies

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docker/Dockerfile docker
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pyproject.toml pypi
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requirements_darwin.txt pypi
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requirements_linux.txt pypi
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  • h5py ==3.16.0
  • identify ==2.6.19
  • imageio ==2.37.3
  • iniconfig ==2.3.0
  • ismrmrd ==1.15.0
  • jinja2 ==3.1.6
  • jmespath ==1.1.0
  • joblib ==1.5.3
  • lazy-loader ==0.5
  • markdown ==3.10.2
  • markupsafe ==3.0.3
  • mpmath ==1.3.0
  • networkx ==3.6.1
  • nodeenv ==1.10.0
  • numpy ==2.4.6
  • nvidia-cublas ==13.1.1.3
  • nvidia-cuda-cupti ==13.0.85
  • nvidia-cuda-nvrtc ==13.0.88
  • nvidia-cuda-runtime ==13.0.96
  • nvidia-cudnn-cu13 ==9.20.0.48
  • nvidia-cufft ==12.0.0.61
  • nvidia-cufile ==1.15.1.6
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  • nvidia-cusparselt-cu13 ==0.8.1
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  • nvidia-nvjitlink ==13.0.88
  • nvidia-nvshmem-cu13 ==3.4.5
  • nvidia-nvtx ==13.0.85
  • omegaconf ==2.3.0
  • packaging ==26.2
  • pillow ==12.2.0
  • platformdirs ==4.9.6
  • pluggy ==1.6.0
  • pre-commit ==4.6.0
  • protobuf ==7.35.0
  • pygments ==2.20.0
  • pytest ==9.0.3
  • python-dateutil ==2.9.0.post0
  • python-discovery ==1.3.1
  • pyyaml ==6.0.3
  • ruff ==0.15.13
  • s3transfer ==0.17.0
  • scikit-image ==0.26.0
  • scikit-learn ==1.8.0
  • scipy ==1.17.1
  • setuptools ==81.0.0
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  • sympy ==1.14.0
  • tensorboard ==2.20.0
  • tensorboard-data-server ==0.7.2
  • threadpoolctl ==3.6.0
  • tifffile ==2026.3.3
  • torch ==2.12.0
  • torchvision ==0.27.0
  • tqdm ==4.67.3
  • triton ==3.7.0
  • ty ==0.0.69
  • typing-extensions ==4.15.0
  • urllib3 ==2.7.0
  • virtualenv ==21.3.3
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.github/workflows/ruff.yml actions
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MODULE.bazel bazel
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uv.lock pypi
  • 115 dependencies