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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
assets Filter forecast graph to only show current and future hours 2026-04-01 08:14:29 -05:00
config Integrate ML model into grid worker, QSO search, and UI improvements 2026-04-01 10:14:22 -05:00
docs Normalize ML features to prevent NaN gradient explosion 2026-04-01 09:08:33 -05:00
lib Integrate ML model into grid worker, QSO search, and UI improvements 2026-04-01 10:14:22 -05:00
priv Integrate ML model into grid worker, QSO search, and UI improvements 2026-04-01 10:14:22 -05:00
rel/overlays/bin docker 2026-03-28 11:41:31 -05:00
test Integrate ML model into grid worker, QSO search, and UI improvements 2026-04-01 10:14:22 -05:00
.dockerignore docker 2026-03-28 11:41:31 -05:00
.formatter.exs initial 2026-03-28 11:28:47 -05:00
.gitignore Integrate ML model into grid worker, QSO search, and UI improvements 2026-04-01 10:14:22 -05:00
.tool-versions Normalize ML features to prevent NaN gradient explosion 2026-04-01 09:08:33 -05:00
AGENTS.md initial 2026-03-28 11:28:47 -05:00
algo.md Update analysis with solar time, refine algo.md time-of-day section 2026-04-01 09:02:57 -05:00
CLAUDE.md Comprehensive CLAUDE.md update with full project architecture and setup 2026-03-31 17:52:57 -05:00
Dockerfile Copy algo.md into Docker build before mix compile 2026-03-31 13:09:27 -05:00
elevation.md add elevation findings 2026-03-29 16:23:03 -05:00
mix.exs Add ML training pipeline with Polaris optimizer 2026-04-01 09:06:10 -05:00
mix.lock Add Nx/Axon/EXLA ML model skeleton for propagation prediction 2026-03-31 16:26:34 -05:00
prediction.md HRRR forecast hours (f00-f18) with timeline map UI 2026-03-31 16:44:47 -05:00
README.md initial 2026-03-28 11:28:47 -05:00

README.md

Microwaveprop

To start your Phoenix server:

  • Run mix setup to install and setup dependencies
  • Start Phoenix endpoint with mix phx.server or inside IEx with iex -S mix phx.server

Now you can visit localhost:4000 from your browser.

Ready to run in production? Please check our deployment guides.

Learn more