JOSS: https://github.com/NKI-AI/direct
deep-learning fastmri-challenge inverse-problems medical-imaging mri-reconstruction pytorch
Score: 7.685703061234547
Last synced: about 16 hours ago
JSON representation
Repository metadata:
Deep learning framework for MRI reconstruction
- Host: GitHub
- URL: https://github.com/NKI-AI/direct
- Owner: NKI-AI
- License: apache-2.0
- Created: 2020-06-06T11:53:07.000Z (about 6 years ago)
- Default Branch: main
- Last Pushed: 2026-06-15T15:16:34.000Z (7 days ago)
- Last Synced: 2026-06-15T19:06:56.914Z (7 days ago)
- Topics: deep-learning, fastmri-challenge, inverse-problems, medical-imaging, mri-reconstruction, pytorch
- Language: Python
- Homepage: https://docs.aiforoncology.nl/direct
- Size: 33 MB
- Stars: 304
- Watchers: 5
- Forks: 49
- Open Issues: 7
-
Metadata Files:
- Readme: README.rst
- Contributing: contributing.rst
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Citation: CITATION.cff
- Authors: authors.rst
Owner metadata:
- Name: NKI AI for Oncology Lab
- Login: NKI-AI
- Email:
- Kind: organization
- Description: The AI for Oncology Lab's mission to is to develop AI innovations which improve cancer diagnosis and therapy.
- Website: https://aiforoncology.nl
- Location: Netherlands
- Twitter: AI4Oncology
- Company:
- Icon url: https://avatars.githubusercontent.com/u/44191196?v=4
- Repositories: 14
- Last Synced at: 2023-03-03T23:24:24.345Z
- Profile URL: https://github.com/NKI-AI
GitHub Events
Total
- Create event: 17
- Delete event: 10
- Fork event: 7
- Issue comment event: 7
- Issues event: 11
- Pull request event: 13
- Pull request review event: 3
- Push event: 67
- Watch event: 52
- Total: 187
Last Year
- Create event: 7
- Delete event: 3
- Fork event: 4
- Issue comment event: 2
- Issues event: 3
- Pull request event: 6
- Push event: 19
- Watch event: 10
- Total: 54
Committers metadata
Last synced: 7 days ago
Total Commits: 607
Total Committers: 7
Avg Commits per committer: 86.714
Development Distribution Score (DDS): 0.273
Commits in past year: 4
Committers in past year: 2
Avg Commits per committer in past year: 2.0
Development Distribution Score (DDS) in past year: 0.5
| Name | Commits | |
|---|---|---|
| Jonas Teuwen | j****n@g****m | 441 |
| George Yiasemis | g****s@h****m | 92 |
| 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: 11 days ago
Total issues: 50
Total pull requests: 83
Average time to close issues: about 1 month
Average time to close pull requests: 29 days
Total issue authors: 21
Total pull request authors: 4
Average comments per issue: 1.76
Average comments per pull request: 0.6
Merged pull request: 62
Bot issues: 0
Bot pull requests: 8
Past year issues: 3
Past year pull requests: 7
Past year average time to close issues: about 2 months
Past year average time to close pull requests: 8 days
Past year issue authors: 2
Past year pull request authors: 3
Past year average comments per issue: 0.67
Past year average comments per pull request: 0.43
Past year merged pull request: 3
Past year bot issues: 0
Past year bot pull requests: 4
Top Issue Authors
- georgeyiasemis (15)
- zwep (8)
- jonasteuwen (3)
- 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 (68)
- dependabot[bot] (8)
- jonasteuwen (6)
- danielskatz (1)
Top Issue Labels
- enhancement (22)
- bug (17)
- Stale (12)
- 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)
Dependencies
- actions/checkout v2 composite
- actions/setup-python v2 composite
- psf/black 22.1.0 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- codecov/codecov-action v1 composite
- actions/labeler v2 composite
- actions/checkout v2 composite
- actions/setup-python v1 composite
- actions/stale v3 composite
- actions/checkout v2 composite
- actions/setup-python v2 composite
- nvidia/cuda ${CUDA}-devel-ubuntu18.04 build
- h5py ==3.3.0
- numpy >=1.21.2
- omegaconf ==2.1.1
- protobuf ==3.20.1
- scikit-image >=0.19.0
- scikit-learn >=1.0.1
- tensorboard >=2.7.0
- torch >=1.10.2
- torchvision *
- tqdm *