Atlantic—Automated data preprocessing framework for supervised machine learning

Atlantic is an open-source Python package designed to simplify and automate data preprocessing for supervised ML (Machine Learning) tasks. The integrates multiple customizable mechanisms, including datetime feature engineering, automated selection, categorical encoding techniques null imputation methods. In order provide a comprehensive approach processing automation, pipeline follows optimization method based on tree-based models ensembles. main goal of automatically identify the best combination mechanisms specific dataset, aiming improve performance future applied that data.