Factual package intelligence from PyPI

correlated-noise-mechanism 0.4.0 package intelligence

Implementation of correlated noise mechanism with streaming and multi epoch settings to enable differentially private deep learning

pip install correlated-noise-mechanism

Current version
0.4.0
Python requirement
>=3.7
License
MIT License
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
65.2 KiB
Release history
3 releases with files
Median release cadence
161 days

correlated-noise-mechanism dependencies

PyPI declares 9 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy >=1.26.4
  2. torch >=2.3.0
  3. torchvision >=0.18.0
  4. opacus >=1.5.2
  5. dp-accounting
  6. scipy
  7. tqdm

Compatibility and release files

correlated-noise-mechanism publishes 1 wheel and 1 source archive for version 0.4.0. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Release activity and sources

PyPI lists 3 releases with files. The first dated release is ; 3 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .