{"library":"autogluon-features","type":"library","category":null,"description":"The `autogluon-features` sub-package provides core machine learning feature engineering capabilities for the AutoGluon AutoML library. It handles tasks like detecting data types, transforming categorical, datetime, and text features, and managing feature metadata. This package is usually consumed internally by AutoGluon's higher-level predictors, but can be used directly for advanced customization. It is currently at version 1.5.0 and releases in conjunction with the main AutoGluon library.","language":"python","status":"active","version":"1.5.0","tags":["machine-learning","automl","feature-engineering","data-preprocessing","tabular-data"],"last_verified":"Fri May 22","install":[{"cmd":"pip install autogluon-features","imports":["from autogluon.features.generators import PipelineFeatureGenerator","from autogluon.features.generators import CategoryFeatureGenerator","from autogluon.features.feature_metadata import FeatureMetadata"]},{"cmd":"pip install autogluon","imports":[]}],"homepage":null,"github":"https://github.com/autogluon/autogluon","docs":"https://auto.gluon.ai","changelog":null,"pypi":"https://pypi.org/project/autogluon-features/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":25,"avg_install_s":19.8,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/autogluon-features/compatibility"}}