Factual package intelligence from PyPI

slim-diff 1.0.0 package intelligence

SLIM-Diff: A compact joint diffusion model for synthesizing paired FLAIR MRI slices and lesion masks in low-data epilepsy imaging scenarios

pip install slim-diff

Current version
1.0.0
Python requirement
>=3.11
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
818.0 KiB
Release history
1 releases with files
Median release cadence
Not enough dated releases

slim-diff dependencies

PyPI declares 27 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. torch >=2.0.0
  2. pytorch-lightning >=2.0.0
  3. monai >=1.3.0
  4. monai-generative >=0.2.0
  5. einops >=0.4.0
  6. omegaconf >=2.3.0
  7. numpy >=1.24.0
  8. nibabel >=5.0.0
  9. pandas >=2.0.0
  10. matplotlib >=3.7.0
  11. tqdm >=4.65.0
  12. rich >=13.0.0
  13. wandb >=0.15.0
  14. scipy >=1.10.0
  15. torch-fidelity >=0.3.0
  16. torchmetrics >=1.0.0
  17. statsmodels >=0.14.0
  18. scikit-learn >=1.2.0
  19. seaborn >=0.12.0
  20. scikit-image >=0.20.0
  21. PyWavelets >=1.4.0
  22. lpips >=0.1.4

The compact report shows 25 of 27 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

slim-diff publishes 1 wheel and 1 source archive for version 1.0.0. Wheel platform tags: any.

Declared Python classifiers: 3.11, 3.12.

Release activity and sources

PyPI lists 1 release with files. The first dated release is ; 1 release falls within the 365 days preceding the latest dated release. The current release files were uploaded on .