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avow 0.4.0

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@hseshadr hseshadr released this 13 Aug 12:37
· 16 commits to main since this release
4484b86

Adds an agreement face for ordered raters: quadratic-weighted Cohen's kappa, Kendall tau-b, exact and weighted agreement, with explicit undefined results instead of flattering degenerate scores.

The Python scoring face now exposes confusion counts and false-negative rate. The pair-versioned @edgeproc/avow browser package gains recall@k, precision@k, F1@k, MRR, and binary confusion metrics, pinned to Python by 23 shared hand-computed vectors.

The release gate breaks 46 named claims—17 in TypeScript—and requires every guard to turn red before restoring the whole suite green. A __proto__ document-id parity defect and mutation-harness stale-bytecode defect are fixed.

Published as avow==0.4.0 on PyPI with PEP 740 attestations and @edgeproc/avow@0.4.0 on npm with SLSA provenance. Full detail: CHANGELOG.md.