{"library":"sagemaker-scikit-learn-extension","type":"library","category":null,"description":"An open-source library that extends scikit-learn functionalities, specifically designed for use with Amazon SageMaker. It provides robust encoders, time series feature extractors, and other transformers to streamline machine learning workflows on SageMaker. The current version is 2.5.0, with regular updates typically released every few months, focusing on new features and bug fixes.","language":"python","status":"active","version":"2.5.0","tags":["aws","sagemaker","machine-learning","scikit-learn","feature-engineering","time-series","data-preprocessing"],"install":[{"cmd":"pip install sagemaker-scikit-learn-extension","imports":["from sagemaker_sklearn_extension.preprocessing import RobustOrdinalEncoder"]}],"homepage":null,"github":"https://github.com/aws/sagemaker-scikit-learn-extension","docs":null,"changelog":null,"pypi":"https://pypi.org/project/sagemaker-scikit-learn-extension/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":2.5,"avg_import_s":null,"wheel_type":"sdist"},"url":"https://checklist.day/v1/registry/sagemaker-scikit-learn-extension/compatibility"},"provenance":{"verified_status":"import_fail","verified_at":"Fri Jul 03","last_verified":"Fri Jul 03","next_check":"Fri Jul 10","install_tag":null}}