Show centered-square bundle usage in examples#24
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Demonstrate the exact-row centered-square sample-covariance bundles through the reader-facing SampleCovarianceTailUsage route so downstream callers can use the bundled API without copying proof-facing hypotheses.\n\nConstraint: stacked on PR #23 because the core assumption bundles are not merged to main yet.\nRejected: duplicating the core bundles as example-local structures | the example should prove the public bundles are directly usable.\nConfidence: high\nScope-risk: narrow\nDirective: Keep these examples as thin routing layers; do not infer new centered-square, Tropp/Lieb, trace-MGF, Matrix Bernstein, or unconditional concentration proofs.\nTested: lake env lean HighDimProb/Examples/RandomMatrix/SampleCovarianceTailUsage.lean; lake build HighDimProb.Examples; lake env lean HighDimProbTest/ExamplesAPI.lean; python .github/scripts/check_text_quality.py; python scripts/judge_policy_check.py; git diff --check; lake build HighDimProbJudge; lake test; lake build\nNot-tested: GitHub CI on the stacked branch has not run yet.
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Integrated into main via a6aa38d with docs cleanup. |
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Summary
StatementRoutes, regular API checks, and docs.Motivation
This is the next stacked RandomMatrix example slice after PR #23. It gives downstream users a concrete usage point for the centered-square assumption bundle without widening the theorem boundary.
Scope
Stack
rm-natural-state-centered-square-bundles(PR Package exact-row centered-square sample covariance assumptions #23)rm-sc-centered-square-bundle-example-usageTesting
python .github/scripts/check_text_quality.pypython scripts/judge_policy_check.pygit diff --checklake build HighDimProbJudgelake testlake build