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23a5cce | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 | # FractalStat - STAT7 Validation Experiments
**A complete validation suite for the STAT7 7-dimensional addressing system**
[](https://opensource.org/licenses/MIT)
[](https://www.python.org/downloads/)
## What is FractalStat?
FractalStat is a research package containing **10 validation experiments** that prove the STAT7 addressing system works at scale. STAT7 is a 7-dimensional coordinate system for uniquely addressing data in fractal information spaces.
**The 7 Dimensions:**
- **Realm** - Domain classification (data, narrative, system, etc.)
- **Lineage** - Generation from LUCA (Last Universal Common Ancestor)
- **Adjacency** - Relational neighbors (graph connections)
- **Horizon** - Lifecycle stage (genesis, emergence, peak, decay, crystallization)
- **Resonance** - Charge/alignment (-1.0 to 1.0)
- **Velocity** - Rate of change
- **Density** - Compression distance (0.0 to 1.0)
## The 10 Experiments
| Exp | Name | Tests | Status |
|-----|------|-------|--------|
| **EXP-01** | Address Uniqueness | Zero hash collisions | ✅ PASS |
| **EXP-02** | Retrieval Efficiency | Sub-millisecond retrieval | ✅ PASS |
| **EXP-03** | Dimension Necessity | All 7 dimensions required | ✅ PASS |
| **EXP-04** | Fractal Scaling | Consistency at 1M+ scale | ✅ PASS |
| **EXP-05** | Compression/Expansion | Lossless encoding | ✅ PASS |
| **EXP-06** | Entanglement Detection | Semantic relationships | ✅ PASS |
| **EXP-07** | LUCA Bootstrap | Full system reconstruction | ✅ PASS |
| **EXP-08** | RAG Integration | Storage compatibility | ✅ PASS |
| **EXP-09** | Concurrency | Thread-safe queries | ✅ PASS |
| **EXP-10** | Bob the Skeptic | Anti-hallucination | ✅ PASS |
## Quick Start
```bash
# Build the package
python copy_and_transform.py
# Install
pip install -e .
# Run experiments
python -m fractalstat.stat7_experiments
```
## License
MIT License
|