Factual package intelligence from PyPI

LightAutoML 0.4.2 package intelligence

Fast and customizable framework for automatic ML model creation (AutoML)

pip install lightautoml

Current version
0.4.2
Python requirement
>=3.8
License
Apache-2.0
Distribution type
Pure Python wheel
Release files
2 (1 wheels, 1 source)
Download size
694.8 KiB
Release history
37 releases with files
Median release cadence
27 days

LightAutoML dependencies

PyPI declares 39 unique dependency rules for this release. Environment markers are shown when supplied by the project.

  1. poetry-core <2.0.0,>=1.0.0
  2. pandas
  3. numpy >=1.22 when python_version >= "3.10"
  4. numpy
  5. scipy when python_version >= "3.9"
  6. scipy <=1.11 when python_version < "3.9"
  7. scikit-learn >=0.22
  8. lightgbm >=2.3
  9. lightgbm <5.0.0,>=4.4.0 when sys_platform == "darwin"
  10. catboost >=0.26.1
  11. xgboost <3.0.0,>=2.0.0
  12. optuna
  13. torch >=1.9.0
  14. holidays
  15. statsmodels <=0.14.0
  16. networkx
  17. cmaes
  18. pyyaml
  19. tqdm
  20. joblib
  21. autowoe >=1.3.3
  22. jinja2
  23. json2html
  24. seaborn
  25. SQLAlchemy >=2.0

The compact report shows 25 of 39 declarations. The interactive dependency graph loads the complete metadata.

Compatibility and release files

LightAutoML publishes 1 wheel and 1 source archive for version 0.4.2. Wheel platform tags: any.

Declared Python classifiers: 3.10, 3.11, 3.12, 3.13, 3.8, 3.9.

Release activity and sources

PyPI lists 37 releases with files. The first dated release is ; 4 releases fall within the 365 days preceding the latest dated release. The current release files were uploaded on . The preceding dated release was .

5 historical releases are fully yanked in PyPI metadata.