uday-3107/hospital-bed-forecaster ? reverse-engineered prompt

Build me a small hospital bed occupancy forecasting project that uses the synthetic data in this repo to predict daily bed usage and occupancy rates for different departments.

I want it to train a few different models, compare them, save the best one, and then generate simple reports that show the data trends, model performance, and some capacity planning recommendations. Please also make a Streamlit dashboard where I can explore the forecast, see how occupancy changes over time, and get a quick sense of which departments are under the most pressure.

It should feel polished and easy to run from the command line, with clear steps for training the models, creating the reports, and launching the app. If anything needs current library docs or best practices, look them up online and use the latest approach.