YoussefMouchou/Morocco-Property-Value-Estimator

A web application that provides accurate property price estimates for homes in Morocco, leveraging machine learning models and the Bank Al-Maghrib real estate price index (IPAI). # Morocco Property Value Estimator A web application that provides accurate property price estimates for homes in Morocco, leveraging machine learning models and the Bank Al-Maghrib real estate price index (IPAI). ## Overview The Morocco Property Value Estimator is a full-stack web application that helps users estimate the market value of residential properties across major Moroccan cities. The application combines a user-friendly Laravel frontend with powerful Python machine learning models to deliver accurate price predictions based on property characteristics and location data. ## Key Features - **Property Value Prediction**: Estimate property values based on multiple factors including location, size, age, and amenities - **City & Neighborhood Selection**: Support for major Moroccan cities including Casablanca, Marrakech, Rabat, Tangier, and more - **BKAM IPAI Integration**: Incorporates the Bank Al-Maghrib real estate price index (IPAI) to adjust valuations based on current market trends - **Separate Models**: Different prediction models for apartments and villas to ensure accuracy - **Responsive Design**: Clean, modern interface that works across desktop and mobile devices ## Technology Stack ### Frontend - **Laravel**: PHP web framework for the application structure - **Blade Templates**: For rendering the user interface - **HTML/CSS/JavaScript**: For the responsive user interface ### Backend - **Laravel**: Handles form validation, routing, and API communication - **Python**: Powers the machine learning prediction system - **Scikit-learn**: For the property value prediction models ### Data - **BKAM IPAI Data**: Real estate price index from Bank Al-Maghrib (T4 2024) - **Property Dataset**: Training data for the machine learning models ## Project Structure ``` Morocco-price-estimator/ # Laravel application ├── app/ │ └── Http/Controllers/ # Contains PriceEstimatorController …