Factual package intelligence from PyPI

ml-init 0.6.0 package intelligence

Install the main ML libraries

pip install ml-init

Current version
0.6.0
Python requirement
>=3.9,<=3.11
License
MIT
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
3.6 KiB
Release history
8 releases with files
Median release cadence
0 days

ml-init dependencies

PyPI declares 27 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. optuna >=2.10.0,<3.0.0
  2. scikit-learn >=1.0.2,<2.0.0
  3. transformers >=4.15.0,<5.0.0
  4. matplotlib >=3.5.1,<4.0.0
  5. seaborn >=0.11.2,<0.12.0
  6. scipy >=1.7.3,<2.0.0
  7. mlflow >=1.22.0,<2.0.0
  8. flake8 >=4.0.1,<5.0.0
  9. jupyter >=1.0.0,<2.0.0
  10. notebook >=6.4.7,<7.0.0
  11. black >=21.12b0,<22.0
  12. xgboost >=1.5.1,<2.0.0
  13. openpyxl >=3.0.9,<4.0.0
  14. hdbscan >=0.8.27,<0.9.0
  15. sentence-transformers >=2.1.0,<3.0.0
  16. plotly >=5.5.0,<6.0.0
  17. imbalanced-learn >=0.9.0,<0.10.0
  18. scikit-surprise >=1.1.1,<2.0.0
  19. statsmodels >=0.13.1,<0.14.0
  20. numpy ==1.22.0
  21. numba ==0.53
  22. torch ==1.10.1
  23. torchvision ==0.11.2
  24. torchaudio ==0.10.1
  25. lightgbm >=3.3.2,<4.0.0

The compact report shows 25 of 27 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

ml-init publishes 1 wheel and 1 source archive for version 0.6.0. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.9.

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 8 releases with files. The first dated release is ; 8 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.