Factual package intelligence from PyPI

spml2-mltools 1.0.41 package intelligence

A convenient package for applying machine learning workflows with a Streamlit app, generating Excel outputs and visualizations.

pip install spml2-mltools

Current version
1.0.41
Python requirement
>=3.10
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
51.8 KiB
Release history
34 releases with files
Median release cadence
0 days

spml2-mltools dependencies

PyPI declares 22 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. imblearn >=0.0
  2. joblib >=1.5.1
  3. lightgbm >=4.6.0
  4. matplotlib >=3.10.3
  5. openpyxl >=3.1.5
  6. pandas >=2.3.2
  7. pyarrow >=21.0.0
  8. pytest >=8.4.1
  9. python-multipart >=0.0.20
  10. rich >=14.1.0
  11. scikit-learn >=1.6.1
  12. shap >=0.48.0

The compact report shows 12 of 22 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

spml2-mltools publishes 1 wheel and 1 source archive for version 1.0.41. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Metadata completeness

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

Release activity and sources

PyPI lists 34 releases with files. The first dated release is ; 34 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

1 historical release is fully yanked in PyPI metadata.