Golden Gauss AI ONNX
- Experts
- Daglox Daglox Kankwanda
- Versione: 1.0
- Attivazioni: 5
⚠️ LAUNCH PHASE (ALPHA): $499 for the first 20 copies.
Current Status: Slots Open.
After slot 20, price increases to $799 to preserve the Alpha and protect user liquidity.
🚀 The Mathematics of Gold: Machine Learning, Not Magic.
Golden Gauss AI is not a standard EA. It is a Probability Inference Engine built on ONNX (Open Neural Network Exchange) technology.
While retail markets are flooded with "Neural Networks" that overfit and fail, Golden Gauss utilizes a sophisticated Gradient Boosting Architecture. In financial time-series analysis, this architecture is mathematically superior for handling market noise and regime changes without the "Black Box" hallucinations common in Deep Learning.
📄 READ THE FULL RESEARCH PAPER:
"Solving Gold Market Overfitting: A Predictive Machine Learning Approach"
Published on Zenodo (DOI: 10.5281/zenodo.18646499)
✅ True Out-Of-Sample Validation
The AI model was trained exclusively on market data through the end of 2024. All performance shown for 2025 is Out-Of-Sample — meaning the AI has never seen this data during training.
- No curve-fitting. The model doesn't "memorize" historical patterns.
- Proven adaptability. Successfully navigating 2025 volatility without retraining.
🧠 How It Works — The Intelligence Behind the Trades
The EA runs a sophisticated inference engine that processes over 239 micro-market features in real-time. Like refining raw ore to extract gold, the algorithm separates market Noise from Signal.
- Pattern Recognition: Identifies institutional order flow structures invisible to the naked eye.
- Noise Filtering: Distinguishes genuine breakouts from liquidity traps (fakeouts).
- Volatility Regime Detection: Classifies the market as "Tradeable" or "Kill Zone." If probability falls below 88%, the EA simply waits.
📊 Performance Characteristics
- High Precision: ~82% historical win rate (2025 Out-Of-Sample)
- Sniper Execution: Average trade duration ~30 minutes. Quick entries, fast exits.
- Strict Risk Control: Fixed Stop Loss on every position. No Grid. No Martingale. No dangerous recovery logic.
⚙️ Setup Requirements
- Symbol: XAUUSD (Gold) ONLY — Machine Learning exclusively trained on Gold market dynamics.
- Timeframe: M1
- Work Regime : 14:00 -18:00 (UTC+0)
- Minimum Balance: $200 (0.01 lots)
- Recommended Balance: $500+ (0.01 lots)
- Account Type: Hedging / ECN / Raw Spread preferred
👨💻 From the Desk of the Engineer
"I am a Machine Learning Engineer, not a Marketer. I built Golden Gauss because standard indicators (RSI, MACD) are mathematically lagging. To beat the market, you must predict the probability of the next tick, not only analyze the previous one."
