Factual package intelligence from PyPI

ml-assert 1.0.5 package intelligence

A comprehensive assertion-and-validation toolkit for ML workflows.

pip install ml-assert

Current version
1.0.5
Python requirement
>=3.11
License
Apache Software License
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
62.0 KiB
Release history
3 releases with files
Median release cadence
2 days

ml-assert dependencies

PyPI declares 10 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. mlflow <3.0.0,>=2.10.0
  2. pandas <3.0.0,>=2.3.0
  3. prometheus_client <0.21.1,>=0.21.0
  4. pyyaml <7.0.0,>=6.0.2
  5. scikit-learn <2.0.0,>=1.7.0
  6. scipy <2.0.0,>=1.15.3
  7. shap <0.48.0,>=0.47.2
  8. typer <0.17.0,>=0.16.0

Compatibility and release files

ml-assert publishes 1 wheel and 1 source archive for version 1.0.5. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11.

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 .