mlcommons / GaNDLF

A generalizable application framework for segmentation, regression, and classification using PyTorch

Date Created 2021-02-26 (4 years ago)

Commits 9,634 (last one 3 days ago)

Stargazers 173 (0 this week)

Watchers 7 (0 this week)

Forks 85

License apache-2.0

Ranking

RepositoryStats indexes 632,768 repositories, of these mlcommons/GaNDLF is ranked #208,779 (67th percentile) for total stargazers, and #261,341 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #38,277/129,079.

mlcommons/GaNDLF is also tagged with popular topics, for these it's ranked: deep-learning (#3,928/8812), machine-learning (#3,727/8405), pytorch (#2,769/6216), framework (#1,003/1892), segmentation (#277/675), classification (#227/573), medical-imaging (#104/305)

Other Information

mlcommons/GaNDLF has 3 open pull requests on Github, 564 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 12 open issues and 311 closed issues.

There have been 16 releases, the latest one was published on 2024-11-21 (4 months ago) with the name Updated documentation, and dependencies, and new optimizers.

Homepage URL: https://gandlf.org

All Topics

pytorch framework regression segmentation deep-learning classification medical-imaging machine-learning clinical-workflow data-augmentation medical-informatics medical-image-analysis biomedical-image-processing

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5,147 commits on the default branch (master) since jan '22

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updated: 2025-03-26 @ 09:18am, id: 342691278 / R_kgDOFG0Nzg