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feat: add dataset caching/fingerprinting, improve MLflow artifact man…#63

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skaliy merged 1 commit intomainfrom
dev
Feb 12, 2026
Merged

feat: add dataset caching/fingerprinting, improve MLflow artifact man…#63
skaliy merged 1 commit intomainfrom
dev

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@skaliy skaliy commented Feb 12, 2026

…agement

  • Add MedDataset metadata caching and content-hash fingerprinting for reproducibility
  • Export both final and best learner/weights artifacts in MLflow tracking
  • Add MedPatchDataLoaders.split_df property for train/val split logging
  • Add voxel_size parameter to MedBase.show() to fix visualization warnings
  • Update tutorials for new artifact paths (best_learner.pkl)

…agement

- Add MedDataset metadata caching and content-hash fingerprinting for reproducibility
- Export both final and best learner/weights artifacts in MLflow tracking
- Add MedPatchDataLoaders.split_df property for train/val split logging
- Add voxel_size parameter to MedBase.show() to fix visualization warnings
- Update tutorials for new artifact paths (best_learner.pkl)
@skaliy skaliy merged commit 2a0cbb3 into main Feb 12, 2026
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@skaliy skaliy deleted the dev branch February 12, 2026 14:16
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