Spring 2022 · Exploring Urban Data with Machine Learning
Urban Mobility Index
An ML model trained on 600+ neighborhoods predicts walkability from street connectivity and transit density — giving planners a score for any location, even without pre-calculated metrics.
Python·TensorFlow/Keras·GIS·Walkscore API·scikit-learn