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Verify Pipeline Determinism has been failing (on main too) because requirements-lock.txt pinned numpy 1.26.4 / scipy 1.14.1 (→ hash 667eb054…) while the committed/published expected_features.sha256 (ca58956c…) was generated with modern numpy 2.x — the version a fresh `pip install numpy`, the maintainers, and the proof-of-capabilities.md skeptic path all use today. Bump the lock to numpy 2.4.2 / scipy 1.17.1 so the determinism gate matches its own published proof. verify.py prints VERDICT: PASS with these versions locally. The lock is consumed *only* by verify-pipeline.yml (the Tests jobs use requirements.txt), so this is scoped to the determinism gate. Co-Authored-By: claude-flow <ruv@ruv.net> |
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README.md
WiFi-DensePose v1 (Python Implementation)
This directory contains the original Python implementation of WiFi-DensePose.
Structure
v1/
├── src/ # Python source code
│ ├── api/ # REST API endpoints
│ ├── config/ # Configuration management
│ ├── core/ # Core processing logic
│ ├── database/ # Database models and migrations
│ ├── hardware/ # Hardware interfaces
│ ├── middleware/ # API middleware
│ ├── models/ # Neural network models
│ ├── services/ # Business logic services
│ └── tasks/ # Background tasks
├── tests/ # Test suite
├── docs/ # Documentation
├── scripts/ # Utility scripts
├── data/ # Data files
├── setup.py # Package setup
├── test_application.py # Application tests
└── test_auth_rate_limit.py # Auth/rate limit tests
Requirements
- Python 3.10+
- PyTorch 2.0+
- FastAPI
- PostgreSQL/SQLite
Installation
cd v1
pip install -e .
Usage
# Start API server
python -m src.main
# Run tests
pytest tests/
Note
This is the legacy Python implementation. For the new Rust implementation with improved performance, see /v2/.