Popular GitHub Repositories for Aqi

Dự án mã nguồn mở theo dõi và dự báo AQI TP.HCM – phục vụ chuyển đổi số môi trường đô thị

本项目利用机器学习和时间序列预测技术，分析尼泊尔加德满都的空气质量趋势。它使用随机森林算法实时预测空气质量指数（AQI），并使用Facebook Prophet算法预测未来24/48/72小时的污染水平。一个交互式的Streamlit仪表盘允许用户可视化趋势和预测的AQI。

A Flask-based web application that predicts the Air Quality Index (AQI) in India. It scrapes real-time data, performs comprehensive data cleaning and feature engineering, and trains multiple machine learning models (including XGBoost, LightGBM, and CatBoost) to find the best predictor.

A full ML pipeline to forecast AQI levels using time-series pollutant data, combining Echo State Networks for pollutant prediction and XGBoost for multi-step AQI classification, with end-to-end experiment tracking via MLflow.

Eco-Bot is an AI-powered chatbot that helps users navigate through areas based on real-time Air Quality Index (AQI) data. The system integrates AI-driven responses, pollution-aware routing, and environmental insights to promote safer and healthier travel choices.

A multi-page, real-time Air Quality Index (AQI) monitoring dashboard with a self-correcting forecast model and a live performance hub, built with Python and Dash.