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chore: release trade-study 0.5.1 - #209
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Ship score-stacking correctness and read-only ensemble fixes, plus the executable documentation and illustration updates since 0.5.0. Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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Release 0.5.1 with the score-stacking and ensemble-weight correctness fixes from #208, plus the executable documentation and illustrated examples merged since 0.5.0. Update package versions, changelog, compatibility notes and citation metadata together.
A patch release is warranted because positive score rescaling previously changed the optimum and prediction could mutate reusable weights or fail on read-only inputs. The public API remains compatible for valid inputs; invalid score matrices now raise an actionable error.
Validation:
just ci(883 tests, 95.25% coverage),just build-all(strict Twine checks and 883 clean-wheel tests), anduv run mkdocs build --strictpass.