A staged geospatial workflow that downloads one complete day of NYC 311 data, runs a no-key baseline, inspects the inference workload, and only then generates Jev heatmaps.
Original by CompleteTech LLC AI ResearchEvaluationRepository READMESource reviewed
Before you dive in
What you’ll find in the original
Bound the dataset to one complete day before comparing geographic outputs.
Run the no-key baseline and inspect the proposed inference workload before spending on live Jev calls.
Keep synthetic offline tests, exact tested versions, and remaining live-validation limitations alongside published maps.
Worth knowing
The repository says its 32 offline tests use explicitly synthetic records and model responses; that is not live-provider validation.