Add publication-ready documentation and reproducible experiment package.
Rewrite the README with secure setup instructions, add dedicated setup/security docs, and include the standalone local-volatility instability experiment materials for reproducible analysis. Made-with: Cursor
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numpy>=1.20
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matplotlib>=3.5
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