Professional Football Match Prediction Advisor featuring high-fidelity AI models and Monte Carlo simulations.
- 100+ Feature AI Engine: Advanced feature engineering with interaction terms, non-linear transforms, and decay-weighted historical form.
- High-Fidelity Training: Deep model optimization focusing on high-precision accuracy over training speed.
- Interactive Match Simulator: Manually simulate any match with custom strength modifiers (e.g., injuries, transfers).
- Multi-Match Slip Builder: Joint probability calculator for accumulator match advice.
- Monte Carlo League Predictor: Full-season simulation to forecast final league standings.
- Match Advice Reports: Export detailed match analysis and predictions to human-readable TXT files.
- Transparent Accuracy Checks: Verify advisor performance against historical results stored in local JSON nodes.
pip install -e .Launch the interactive advisor terminal:
edgeai- Predict Today's Matches: Batch analysis of upcoming fixtures.
- Interactive Match Simulator: Manual 'What-If' scenario testing.
- Multi-Match Slip Builder: Analyze joint probabilities of multiple picks.
- Monte Carlo League Predictor: Season-long standings forecast.
- Simulation & Accuracy Check: Historical performance benchmarking.
- Advisor Management: High-fidelity model retraining and data updates.
VaultEdge is designed as a standalone Edge AI terminal. It strictly utilizes local JSON data for predictions and follows a rigorous .gitignore policy to prevent the leakage of sensitive ML artifacts or large datasets.