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AutoFeatpypi.orgAutofeat is a Python package that automatically creates and selects features to improve machine-learning model performance without manual feature engineering. It generates a large set of candidate features by applying various transformations and interaction terms, then uses feature selection and regularization to keep the model compact. It integrates with scikit-learn estimators and supports common tasks such as regression and classification.
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Excerpts where AutoFeat appeared in the AI's answer
AutoFeat : Great for linear models. It automatically generates nonlinear feature transformations
Autofeat : A smaller, lighter open-source Python library specifically built for automated feature engineering and selection for linear and non-linear regression/classification tasks.
