Commit graph

6 commits

Author SHA1 Message Date
5fe005e0b2
Add *.psql to gitignore 2026-04-02 09:39:16 -05:00
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
8949920b7f
Add Nx/Axon/EXLA ML model skeleton for propagation prediction
13-feature feed-forward network (atmospheric + temporal + frequency).
Includes build, init, predict, encode_features, save/load to disk.
Model weights saved to priv/models/propagation_v1.nx (gitignored).
Not yet trained — scaffolding only.
2026-03-31 16:26:34 -05:00
2bd0438295
Add .worktrees to gitignore 2026-03-30 16:39:12 -05:00
5a9359191f
Replace wgrib2 with pure Elixir GRIB2 decoder for HRRR pipeline
Eliminates the external wgrib2 C tool dependency that blocked HRRR
processing. Implements Lambert Conformal projection, simple packing
(Template 5.0), complex packing with spatial differencing (Template 5.3),
and GRIB2 section parsing — enough to extract point values from HRRR
grid data using only Elixir.
2026-03-29 18:43:43 -05:00
bc674f0d54
initial 2026-03-28 11:28:47 -05:00