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[FEAT] Feature coverage evaluation - #61

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Olivier Sprangers (elephaint) wants to merge 6 commits into
mainfrom
feat/feature-coverage
Open

Olivier Sprangers (elephaint) wants to merge 6 commits into
mainfrom
feat/feature-coverage

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@elephaint Olivier Sprangers (elephaint) commented Sep 14, 2026

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Feature coverage evaluation

Adds compute_features, compare_feature_coverage, and feature_coverage to score how well a synthetic corpus covers a real reference panel in a fixed twelve-feature space (native_v1), with a Rust-backed feature extractor.

Also:

  • Renames balanced_pool to interpretable_pool (old name kept as deprecated alias).
  • Adds opt-in seasonal_pool preset.
  • New docs page and notebook (evaluation, feature_coverage), plus validation scripts and tests under tests/.

Resolve doc link conflicts: keep main's .html link format and
balanced_pool.html targets, keep branch content additions.
@elephaint Olivier Sprangers (elephaint) changed the title [FEAT] [FEAT] Feature coverage evaluation Sep 15, 2026
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Olivier Sprangers (elephaint) marked this pull request as ready for review September 16, 2026 07:55
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