Melvin Alvarez 68fe7fdb8e chore: organize repository structure ...

- Move implementation summaries and enhancement docs to docs/
- Clean up root directory for better project organization

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..

theory

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COMPLETION_SUMMARY.md

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DEVELOPMENT.md

docs: fix 404 broken links

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differential_evolution.md

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ENHANCEMENT_STRATEGY.md

chore: organize repository structure

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ENHANCEMENT_SUITE_COMPLETE.md

chore: organize repository structure

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grid_search.md

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hmm.md

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information_theory.md

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mcmc.md

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MEAN_FIELD_GAMES_IMPLEMENTATION_SUMMARY.md

chore: organize repository structure

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MFG_TUTORIAL_COMPLETE.md

chore: organize repository structure

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NOTEBOOK_AUDIT_REPORT.md

chore: organize repository structure

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PROJECT_SUMMARY.md

chore: organize repository structure

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REFACTORING.md

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SETUP_COMPLETE.md

chore: organize repository structure

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SHADE_IMPLEMENTATION.md

chore: organize repository structure

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TIMESERIES_HELPERS_IMPLEMENTATION.md

chore: organize repository structure

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