Factual package intelligence from PyPI

predict-sales-ml 1.0.0 package intelligence

ML toolkit for time-series sales prediction with feature engineering, validation, and hyperparameter optimization

pip install predict-sales-ml

Current version
1.0.0
Python requirement
<3.12,>=3.11
License
Not declared
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
618.7 KiB
Release history
3 releases with files
Median release cadence
3 days

predict-sales-ml dependencies

PyPI declares 14 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. lightgbm >=4.0.0
  2. matplotlib >=3.10.7
  3. mlflow >=2.0.0
  4. numpy >=2.3.5
  5. optuna >=4.6.0
  6. pandas >=2.3.3
  7. pyarrow <21.0.0,>=15.0.0
  8. pyyaml >=6.0.0
  9. python-dotenv >=1.0.0
  10. scikit-learn >=1.7.2
  11. shap >=0.50.0
  12. scipy >=1.11.0
  13. tqdm >=4.66.0
  14. xgboost >=3.1.2

Compatibility and release files

predict-sales-ml publishes 1 wheel and 1 source archive for version 1.0.0. Wheel platform tags: any.

No version-specific Python classifiers are declared.

Metadata completeness

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

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 .

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