Factual package intelligence from PyPI

quanda 0.5.0 package intelligence

Toolkit for quantitative evaluation of data attribution methods in PyTorch.

pip install quanda

Current version
0.5.0
Python requirement
<3.13,>=3.10
License
MIT License
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
343.7 KiB
Release history
4 releases with files
Median release cadence
89 days

quanda dependencies

PyPI declares 45 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy >=1.19.5
  2. torch >=2.6.0
  3. lightning >=1.4.0
  4. torchmetrics >=1.4.0
  5. tqdm >=4.0.0
  6. traker >=0.3.2
  7. annoy >=1.17.0
  8. datasets >=4.8.4
  9. torcheval >=0.0.6
  10. torchvision >=0.10.0
  11. kronfluence >=1.0.1
  12. transformers >=4.44.0
  13. PyYAML >=5.0.0
  14. captum <0.9,>=0.8.0
  15. Pillow >=10.0.0
  16. pyarrow >=18.0.0
  17. dattri >=0.3.0
  18. tiktoken >=0.10.0

The compact report shows 25 of 45 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

quanda publishes 1 wheel and 1 source archive for version 0.5.0. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12.

Release activity and sources

PyPI lists 4 releases 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 . The preceding dated release was .

1 historical release is fully yanked in PyPI metadata.