kalyanm45/end-to-end-airbnb-price-prediction ? reverse-engineered prompt

Build me a simple web app that predicts Airbnb rental prices from listing details.

I want a page where a user can enter the main property information like location, room type, number of guests, bathrooms, bedrooms, amenities, and anything else useful from the data, then click a button and see an estimated price right away. Please include a clean, easy to use interface, and make it work as a small Flask app with templates and static files so I can run it locally or in Docker.

Use the provided Airbnb data science approach to train a regression model, compare a few good machine learning models, and save the best one for inference. If needed, set up the full flow from data cleaning to training to prediction. Add clear error handling so bad inputs do not break the app, and make the result feel polished enough for a demo. If current docs or libraries matter, look them up online first.