idwx is a local-first modeling repo for turning long historical station data into:
- Last spring frost date predictions (P10/P50/P90)
- First fall frost date predictions (P10/P50/P90)
- Winter severity forecasts (rank + percentile + components)
- Growing season metrics and forecasts (freeze-free window, GDD)
This is not daily weather forecasting. This is seasonal / event forecasting for agriculture.
Raw CSVs live on this machine:
~/historical_weather_data-1980-2022/idaho/
This repo assumes you have ~50 years of daily or hourly station data for ~20 locations.
- Local-first: data stays on disk, never committed.
- Reproducible: configs define everything.
- Comparable: multiple models, same targets, same scoring.
- Honest: always output uncertainty intervals and baseline comparisons.