HildaN-DS/adolescent-mental-health-risk-app

A machine learning web app (Streamlit) for screening adolescent mental health risks in Kenya, featuring Explainable AI (SHAP) for personalized risk factor analysis. # Adolescent Mental Health Risk Screening Tool This repository contains a Streamlit-based proof-of-concept application for predicting risk of depression and anxiety among adolescents in Kenya using machine learning. ## Purpose This tool is intended for **research and educational demonstration only**. It is **not a clinical diagnostic system**. ## 🧠 Features - Individual-level risk prediction (Depression & Anxiety) - Explainable AI using SHAP - User-friendly interface for adolescent contexts ## Tech Stack - Python - Streamlit - Scikit-learn - SHAP - Altair ## Deployment Designed for Streamlit Cloud deployment. ## Disclaimer Predictions are probabilistic and should not be used for medical decisions.