Nxllpointer/ziplocator

Predict geographical location by zip code

Ziplocator

Predict US zipcode locations using a neural network
Uni project

Crates

ziplocator-data

• Download dataset
• Create polars dataframe
• Specific data queries

ziplocator-nn

• Neural network using burn
• Training
• Inference

ziplocator-ui

• User interface with iced
• Interactive map
  • OpenStreetMap
  • Rendered by galileo
• NN layer debug menu

Architecture overview