Chidarikiretina/asd-prediction-system

ASD Screening System for Zimbabwe Ministry of Health and Child Care # ASD Prediction System for Zimbabwe ## Project Overview Machine learning-based autism spectrum disorder (ASD) prediction system using XGBoost, designed specifically for the Zimbabwean healthcare context. ## Project Structure ``` ASD_Prediction_System/ ├── data/ # Data storage │ ├── raw/ # Original, immutable data │ ├── processed/ # Cleaned and preprocessed data │ ├── external/ # External reference datasets │ └── validation/ # Validation datasets │ ├── models/ # Model storage │ ├── trained/ # Production-ready models │ ├── checkpoints/ # Training checkpoints │ └── experimental/ # Experimental models │ ├── notebooks/ # Jupyter notebooks │ ├── exploratory/ # Data exploration notebooks │ ├── preprocessing/ # Data preprocessing notebooks │ ├── modeling/ # Model development notebooks │ └── evaluation/ # Model evaluation notebooks │ ├── src/ # Source code │ ├── data_processing/ # Data loading and preprocessing │ ├── feature_engineering/ # Feature creation and selection │ ├── models/ # Model definitions and training │ ├── evaluation/ # Model evaluation utilities │ ├── utils/ # Helper functions │ └── api/ # API endpoints for deployment │ ├── tests/ # Test suite │ ├── unit/ # Unit tests │ └── integration/ # Integration tests │ ├── docs/ # Documentation │ ├── technical/ # Technical documentation │ ├── user_guides/ # User guides │ └── api_docs/ # API documentation │ ├── config/ # Configuration files │ ├── outputs/ # Generated …