Machine Learning Feature Engineering Spreadsheet Toolkit

Design a JavaScript library that extends spreadsheet functionality for machine learning feature engineering. The toolkit should provide advanced statistical transformations, automatic feature scaling, correlation matrix generation, and one-click preprocessing for scikit-learn compatible datasets. Implement methods for handling missing values, detecting outliers, and generating synthetic features using statistical techniques like polynomial expansion and interaction terms.