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feat: Phase X X3 learning progress report schema (LPR-) - #1010

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cschanhniem merged 1 commit into
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feat/x3-learning-progress-report
Jul 10, 2026
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cschanhniem merged 1 commit into
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feat/x3-learning-progress-report

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Summary

  • Adds LPR- learning progress report schema
  • Human-readable summary of feature predictivity and learning trajectory across batches; references CIT- for trend data
  • VALID_LPR_VERDICTS (4), VALID_FEATURE_PREDICTIVITY (3), VALID_FEATURE_CATEGORIES (8); verdict auto-computed
  • dry_lab_only=True enforced; 58 tests; BASELINE updated 9830→10367

Test plan

  • 58 tests passed
  • BASELINE updated to 10367
  • NEXT_100_PR_MAP.md marks X3 complete

…able per-pipeline-version summary of feature predictivity and learning trajectory across batches (#851)

VALID_LPR_VERDICTS (learning_confirmed/learning_inconclusive/no_learning_signal/insufficient_data),
VALID_FEATURE_PREDICTIVITY (predictive/not_predictive/uncertain),
VALID_FEATURE_CATEGORIES (8: charge/hydrophobicity/length/amphipathicity/helicity/sequence_motif/secondary_structure/physicochemical_composite).
FeatureLearningEntry helper; verdict auto-computed from predictive vs not-predictive count;
insufficient_data when n_batches=0 or no features with definitive predictivity.
dry_lab_only=True enforced; cit_id validated (CIT- prefix); 58 tests.
BASELINE updated 9830→10367.
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cschanhniem merged commit 2a1e6c9 into main Jul 10, 2026
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@cschanhniem
cschanhniem deleted the feat/x3-learning-progress-report branch July 10, 2026 08:57
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