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2 commits

Author SHA1 Message Date
fd976b0cd5
fix: resolve 391 Credo issues across codebase
- Add jump_credo_checks ~> 0.4 with all 20 checks enabled
- Fix all standard Credo issues: 139 @spec (113 done, 26 remain),
  4 refactoring, 3 alias usage, 9 System.cmd env, 5 unsafe_to_atom,
  2 max line length, 9 assert_receive timeout
- Fix 170+ jump_credo_checks warnings:
  - 117 TopLevelAliasImportRequire: move nested alias/import to module top
  - 32 UseObanProWorker: switch to Oban.Pro.Worker
  - 4 DoctestIExExamples: add doctests / create test file
  - ~20 WeakAssertion: strengthen type-check assertions
  - Various ConditionalAssertion, AssertReceiveTimeout fixes
- Exclude vendor/ from Credo analysis
- Remaining: 175 warnings (mostly opinionated WeakAssertion,
  AvoidSocketAssignsInTest), 26 @spec annotations
2026-06-12 13:51:32 -05:00
d5da0cec2b
feat(ml): add prop.compare task for algorithm-vs-ML-vs-reality calibration
`mix prop.compare` runs both scorers against a recent contact sample
and measures both against achieved contact distance. Each run appends
to priv/calibration/history.jsonl, so trends in alg-ML divergence and
algorithm-distance correlation surface over weeks of running.

When drift exceeds threshold (alg-ML RMSE > 8 score points, or current
correlation > 0.10 below the history median), the task writes a
recommendation pointing at the right remediation:

    mix recalibrate_scorer    # algorithm drift → refit weights
    mix propagation_train     # ML drift → retrain on the new algorithm

That is the feedback loop: measure → recommend → recalibrate/retrain →
loop. Operational rather than automatic, so a bad data window can't
silently corrupt the model.

Pure analysis lives in Microwaveprop.Propagation.Calibration with its
own unit tests; the Mix task only handles data loading, file I/O, and
console formatting.
2026-04-28 14:38:02 -05:00