Multi-Modal Student Assessment Framework

Design a comprehensive Python framework for analyzing student assessment data across multiple modalities. Develop scripts that can integrate traditional exam scores, project-based assessments, peer evaluations, and continuous learning platform performance metrics. Create advanced statistical models using scipy and numpy to generate holistic student performance profiles, accounting for different learning styles and assessment types.