Factual package intelligence from PyPI

pyciaf 1.7.0 package intelligence

Cognitive Insight Audit Framework - A comprehensive framework for verifiable AI training and inference pipelines with advanced watermarking

pip install pyciaf

Current version
1.7.0
Python requirement
>=3.9
License
Other/Proprietary License
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
1.2 MiB
Release history
8 releases with files
Median release cadence
0 days

pyciaf dependencies

PyPI declares 58 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. cryptography >=3.4.8
  2. blake3 >=0.3.3
  3. numpy >=1.21.0
  4. pydantic <3.0.0,>=2.0.0
  5. Pillow >=10.2.0
  6. ImageHash >=4.3.2
  7. opencv-python >=4.8.0
  8. boto3 >=1.26.0
  9. azure-storage-blob >=12.14.0

The compact report shows 25 of 58 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

pyciaf publishes 1 wheel and 1 source archive for version 1.7.0. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.9.

Release activity and sources

PyPI lists 8 releases with files. The first dated release is ; 8 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .