Predicting and analyzing the real estate market.

House Price Prediction

1.1 Summary

The application provides a portal for users to perform housing price predictions and real estate market analysis. It specifically includes two applications: Valuation and Market Analysis.

1.2 Details

1.2.1 File Structure

• house-price-marking-service: Provide capabilities related to real estate market analysis
• house-price-prediction-service: Provide housing price prediction capabilities
• house-price-prediction-web: Front-end interactive page
• house-price-prediction-model: Real Estate Price Prediction Model Project

1.2.2 Use of Technology Stack

• Frontend: Next.Js, React, Next.Js-Router, Echart、Tailwind CSS
• Backend:
  • Fast-API (house-price-prediction-service Python-3.12)
  • SpringBoot (house-price-marketing-service Java-21)
• Database: Redis, MySQL
• ML: Scikit-learn

1.2.3 Use open source resources

This project uses the wcag-aaa-web-design project for WCAG monitoring

1.3 License

This project is licensed under the MIT License.

1.4 Preview

The project can be accessed online via address https:house-price-prediction.com.cn