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Build Polars & Prophet Anomaly Detector

Linked challenge: Commercial Real Estate BMS Telemetry Fault Detection Pipeline

Prompt source

implementation1 lines1 sectionsNo variables0 checklist items
Write a Python script using Polars to load time-series data, run Prophet baseline predictions, and flag timestamps where `observed_kw > baseline + 3 * std_dev`.