Factual package intelligence from PyPI

zaganidis-scientific-ml-modules 0.1.7 package intelligence

Scientific, modular machine-learning workflow components for EDA, processing, feature selection, modeling, reporting, and explainability.

pip install zaganidis-scientific-ml-modules

Current version
0.1.7
Python requirement
>=3.10
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
178.3 KiB
Release history
2 releases with files
Median release cadence
1 days

zaganidis-scientific-ml-modules dependencies

PyPI declares 12 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. numpy >=1.24
  2. pandas >=2.0
  3. matplotlib >=3.7
  4. scikit-learn >=1.3
  5. scipy >=1.10
  6. seaborn >=0.12
  7. joblib >=1.3
  8. shap >=0.44
  9. lime >=0.2.0.1
  10. imbalanced-learn >=0.12
  11. optuna >=3.6
  12. xgboost >=2.0

Compatibility and release files

zaganidis-scientific-ml-modules publishes 1 wheel and 1 source archive for version 0.1.7. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12.

Metadata completeness

PyPI does not currently declare: project URL. PyDeps marks these fields as unknown instead of guessing values.

Release activity and sources

PyPI lists 2 releases with files. The first dated release is ; 2 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

The project does not publish external project URLs in its PyPI metadata.