Pedestrian Collision Prediction

Training a linear classifier with GeoVex embeddings created using srai python package.

This analysis is divided into the following parts:

• Data Prep and creating synthetic data using sdv
• Training GeoVex embeddings using srai
• Training linear classifier to predict pedestrian collision hot spots based on urban features
• Visualization using lonboard

Data sources

• City of Calgary Open Data - Traffic Incidents
• Climate Data