prop/lib/microwaveprop
Graham McIntire 02cb4fd67b
Integrate ML model into grid worker, QSO search, and UI improvements
ML Integration:
- Load trained model at app startup, cache compiled predict fn in persistent_term
- Grid worker uses batched ML prediction (10K chunks) when model loaded,
  falls back to algorithm scorer when not
- ML score replaces composite, algorithm factor scores preserved for detail view
- Fix process explosion: single EXLA call per chunk instead of per-grid-point

QSO Features:
- Callsign search (ILIKE on station1/station2) with trigram indexes
- Reciprocal QSO grouping (same pair, same band, same hour)
- Wider layout (max-w-7xl) for data table pages
- QSO Training Data link on map page

Infrastructure:
- Re-enable hourly propagation grid worker in dev
- Track ML model weights in git for Docker builds
- Add btree indexes on qsos (timestamp, band, distance_km)
- Remove nav icons from layout header
2026-04-01 10:14:22 -05:00
..
commercial Fix SNMP polling: remove invalid timeout option and normalize OID format 2026-03-30 13:44:49 -05:00
propagation Integrate ML model into grid worker, QSO search, and UI improvements 2026-04-01 10:14:22 -05:00
radio Add IEM precipitation data to QSO weather pipeline 2026-03-30 13:18:11 -05:00
terrain Implement ITU-R P.526-16 terrain diffraction model 2026-03-31 16:04:23 -05:00
weather HRRR forecast hours (f00-f18) with timeline map UI 2026-03-31 16:44:47 -05:00
workers Integrate ML model into grid worker, QSO search, and UI improvements 2026-04-01 10:14:22 -05:00
application.ex Integrate ML model into grid worker, QSO search, and UI improvements 2026-04-01 10:14:22 -05:00
commercial.ex Add commercial link monitoring via SNMP polling 2026-03-30 13:02:59 -05:00
mailer.ex initial 2026-03-28 11:28:47 -05:00
propagation.ex Integrate ML model into grid worker, QSO search, and UI improvements 2026-04-01 10:14:22 -05:00
radio.ex Integrate ML model into grid worker, QSO search, and UI improvements 2026-04-01 10:14:22 -05:00
release.ex docker 2026-03-28 11:41:31 -05:00
repo.ex initial 2026-03-28 11:28:47 -05:00
terrain.ex Add SRTM terrain path profiles for QSOs 2026-03-29 16:22:29 -05:00
weather.ex Tighten HRRR grid profile retention from 48h to 24h 2026-03-31 17:20:46 -05:00