Factual package intelligence from PyPI

automr 1.1.4 package intelligence

A Model-Agnostic Metamorphic Testing Framework for Regression-Based AI/ML Models with High-Performance Parallel Validation

pip install automr

Current version
1.1.4
Python requirement
>=3.8
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
259.7 KiB
Release history
30 releases with files
Median release cadence
0 days

automr dependencies

PyPI declares 30 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy <2.0,>=1.26.4
  2. pandas >=2.2.2
  3. scipy >=1.13.1
  4. opencv-python >=4.10.0
  5. Pillow >=10.4.0
  6. scikit-image >=0.24.0
  7. imageio >=2.37.0
  8. matplotlib >=3.9.0
  9. seaborn >=0.13.2
  10. tensorflow >=2.19.0
  11. tensorboard >=2.19.0
  12. torch >=2.7.0

The compact report shows 12 of 30 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

automr publishes 1 wheel and 1 source archive for version 1.1.4. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.8, 3.9.

Security snapshot for automr 1.1.4

An OSV query completed on and found 0 known vulnerabilities affecting this version. 0 advisories are classified as critical. 0 advisories appear in the CISA Known Exploited Vulnerabilities catalog.

Release activity and sources

PyPI lists 30 releases with files. The first dated release is ; 30 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .