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OUR OPEN SOURCE - FEATURE ENGINE
Feature-engine is a Python package designed to engineer features for machine learning. Feature-engine follows Scikit-learn functionality for ease of use and streamlined adoption. Feature-engine transformers can be incorporated in current machine learning pipeline flows to engineer variables and train machine learning models more easily.