Factual package intelligence from PyPI

secure-fl 2026.3.17.dev2 package intelligence

Dual-Verifiable Framework for Federated Learning using Zero-Knowledge Proofs

pip install secure-fl

Current version
2026.3.17.dev2
Python requirement
>=3.12
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
9.2 MiB
Release history
11 releases with files
Median release cadence
1 days

secure-fl dependencies

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

  1. click >=8.0.0
  2. flwr >=1.5.0
  3. numpy >=1.24.0
  4. pandas >=2.0.0
  5. psutil >=5.9.0
  6. pysnark
  7. pyyaml >=6.0
  8. rich >=13.0.0
  9. torch >=2.0.0
  10. torchvision >=0.15.0
  11. tqdm >=4.65.0

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

Compatibility and release files

secure-fl publishes 1 wheel and 1 source archive for version 2026.3.17.dev2. Wheel platform tags: any.

Declared Python classifiers: 3.12.

Release activity and sources

PyPI lists 11 releases with files. The first dated release is ; 11 releases fall 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.