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Graham McIntire e7a7ae073d Phase 9.3, 9.4, and Phase 3 NEXRAD pipeline 
Task 9.3 - Weight recalibration via gradient descent:
- Recalibrator module fits logistic regression weights using Nx
- Trains on QSO positives vs random baseline negatives
- Cross-validates by month, normalizes weights to sum to 1.0
- Mix task: mix recalibrate_scorer --sample 5000 --epochs 2000

Task 9.4 - Side-by-side scorer comparison:
- ScorerDiff.compare/3 re-scores grid with old vs new weights
- Reports mean diff, regressions, improvements, per-band breakdown
- Mix task: mix scorer_diff --new-weights '{...}'

Phase 3 - NEXRAD ingestion pipeline:
- NexradClient fetches IEM n0q composite PNGs, extracts per-point
  box statistics (mean/max dBZ, texture variance)
- NexradObservation schema with unique (lat, lon, observed_at)
- NexradWorker on :nexrad queue for background processing
- nexrad_texture backtest feature in Features module
- mix nexrad_backfill --limit 200

All tasks added to AdminTaskWorker and Release for production use.
1116 tests, 0 failures.
2026-04-10 12:48:36 -05:00
.forgejo/workflows Add k8s manifests and Forgejo CI for cluster deployment 2026-04-06 09:25:24 -05:00
assets Compact beacon detail page, toggleable coverage, About page formatting 2026-04-09 09:12:32 -05:00
bin Fix livebook path resolution in bin/notebook 2026-04-07 11:15:49 -05:00
config Phase 9.3, 9.4, and Phase 3 NEXRAD pipeline 2026-04-10 12:48:36 -05:00
docs Phase 3 spike (parked) + Phase 6: temperature anomaly 2026-04-10 08:47:11 -05:00
k8s chore: update prop image to git.mcintire.me/graham/prop:main-1775841968-8f0a37c [skip ci] 2026-04-10 17:28:26 +00:00
lib Phase 9.3, 9.4, and Phase 3 NEXRAD pipeline 2026-04-10 12:48:36 -05:00
lib_ml Move ML deps to dev/test only, exclude from production build 2026-04-01 12:10:31 -05:00
notebooks Auto-deploy analysis notebook as Livebook app 2026-04-07 11:15:49 -05:00
priv Phase 9.3, 9.4, and Phase 3 NEXRAD pipeline 2026-04-10 12:48:36 -05:00
rel Add Erlang clustering via libcluster and expose LiveDashboard 2026-04-06 09:46:48 -05:00
test Phase 9.3, 9.4, and Phase 3 NEXRAD pipeline 2026-04-10 12:48:36 -05:00
vendor Vendor oban_pro 1.6.13 2026-04-09 14:14:49 -05:00
.dockerignore Optimize Dockerfile layer caching 2026-04-01 10:32:56 -05:00
.formatter.exs initial 2026-03-28 11:28:47 -05:00
.gitignore Add mix era5_backfill task and gitignore .envrc 2026-04-07 12:24:18 -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 Document ERA5, RTMA, and path-integrated HRRR in algo.md 2026-04-07 12:37:51 -05:00
app.json Migrate healthchecks from CHECKS to app.json 2026-04-04 11:24:56 -05:00
CLAUDE.md Comprehensive CLAUDE.md update with full project architecture and setup 2026-03-31 17:52:57 -05:00
Dockerfile Mount Oban Web dashboard at /admin/oban 2026-04-09 14:07:33 -05:00
elevation.md add elevation findings 2026-03-29 16:23:03 -05:00
mix.exs Vendor oban_pro 1.6.13 2026-04-09 14:14:49 -05:00
mix.lock Add beacon monitor registration and fix prod SMTP 2026-04-08 11:30:28 -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
tail_logs.sh Add type filter to backfill enqueue 2026-04-06 11:42:26 -05:00
updates.md Update seasonal scores from sounding data, document commercial link patterns 2026-04-07 11:45:44 -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