Repository Structure

Directory Layout

GIFT/
├── publications/ # Published content & validation
│ ├── papers/ # Scientific articles
│ │ ├── markdown/ # Core documents (v3.3)
│ │ │ ├── GIFT_v3.3_main.md # Main paper
│ │ │ ├── GIFT_v3.3_S1_foundations.md # E8, G2, K7 foundations
│ │ │ ├── GIFT_v3.3_S2_derivations.md # 33 dimensionless derivations
│ │ │ ├── Explicit_G2_Metric.md # Analytical G2 metric construction
│ │ │ └── Spectral_Geometry.md # KK spectrum, Yukawa, gauge unification
│ │ ├── tex/ # LaTeX sources
│ │ ├── pdf/ # Compiled PDFs
│ │ ├── figures/ # Publication figures (PDF + PNG)
│ │ └── notebooks/ # Companion Jupyter notebooks
│ │ ├── G2_Metric_Companion.ipynb
│ │ └── Spectral_Geometry_Companion.ipynb
│ ├── outreach/ # Vulgarization & blog posts
│ │ └── (7 Substack posts)
│ ├── references/ # Data & reference catalogs
│ │ ├── GIFT_ATLAS.json # Canonical structured atlas (v3.3)
│ │ ├── observables.csv # Machine-readable observables
│ │ ├── OBSERVABLE_REFERENCE.md # Complete observable catalog
│ │ ├── STATISTICAL_EVIDENCE.md # Rigorous statistical analysis
│ │ ├── INDEPENDENT_VALIDATIONS.md # External research converging with GIFT
│ │ └── Bibliography.md # References
│ └── validation/ # Monte Carlo validation (v3.3 only)
│ ├── validation_v33.py # Core formulas & experimental data
│ ├── bulletproof_validation_v33.py # 7-component bullet-proof validation
│ ├── exhaustive_validation_v33.py # Exhaustive search (3M+ configs)
│ ├── comprehensive_statistics_v33.py # Advanced statistical tests
│ └── selection/ # Formula selection & Pareto analysis
│
├── docs/ # User-facing documentation
│ ├── GIFT_FOR_EVERYONE.md # Complete guide with everyday analogies
│ ├── FAQ.md # Common questions
│ ├── GLOSSARY.md # Technical terms
│ ├── GIFTPY_FOR_GEOMETERS.md # Guide for geometers
│ ├── INFO_GEO_FOR_PHYSICISTS.md # Guide for physicists
│ ├── LEAN_FOR_PHYSICS.md # Guide for formalization
│ └── figures/ # Lean blueprints, diagrams
│
├── README.md # Main repository overview
├── CHANGELOG.md # Version history
├── CITATION.md # How to cite
├── STRUCTURE.md # This file
└── LICENSE # MIT License

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