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Shared repo for both Olaf's python bot implementation and Sebastian's java bot implementation to play against each other for the Tarati implementation

Repo for developing a Q-Leaning bot in the game Tarati

This project builds an interactive map dashboard that shows crime by area and type. Users can explore hotspots and see trends over time etc. The project will also include crime prediction, such as predicting monthly crime counts in neighbourhoods or estimating the likelihood of certain crime types, and these should be integrated in crime dashboard.

Full-stack web application helping New Yorkers navigate Manhattan smarter by predicting crowd density across subway and taxi zones using XGBoost ML models, real-time transport and weather data, and an interactive Mapbox interface with multi-modal route planning.