2.3x faster predictions through algorithmic optimizations while maintaining 86.6% validation accuracy!
| Operation | v1.0.0 | v1.0.1 | Speedup |
|---|---|---|---|
| Single prediction | 0.008s | 0.004s | 2.0x |
| Multi-frequency (9) | 0.111s | 0.048s | 2.3x |
| 24-hour scan | 0.282s | 0.118s | 2.4x |
| Area coverage (100) | 0.820s | 0.350s | 2.3x |
- Binary search for height-density interpolation (O(n) → O(log n))
- Vectorized Gaussian integration using NumPy (eliminated 40-iteration loop)
- Vectorized oblique frequency computation (eliminated 1,200 nested iterations)
- Optimized Fourier series with NumPy dot products
# Core library
pip install dvoacap
# With dashboard
pip install dvoacap[dashboard]
# Full installation
pip install dvoacap[all]- ✅ 86.6% validation accuracy maintained
- ✅ All 5 implementation phases complete
- ✅ Production-ready HF propagation predictions
- ✅ Interactive web dashboard
- ✅ Real-time space weather integration
- ✅ Python 3.11+ support
Original DVOACAP by Alex Shovkoplyas (VE3NEA) Original VOACAP by Voice of America / ITS
73! 📻