NeuronalScalper gold
- Эксперты
-
Sejro Toussaint Boco
Инженер алгоритмической торговли | MQL4 / MQL5 | Python | AI | Полные торговые системы - Версия: 1.20
- Обновлено: 13 февраля 2026
- Активации: 5
🔱 GOLD NEURALSCALPER AI: THE TRANSCENDENCE OF XAUUSD TRADING 🔱
IMPORTANT! After the purchase please send me a private message to receive the installation manual and the setup instructions
IMPORTANT! After the purchase please send me a private message to receive the installation manual and the setup instructions
// --- LSTM Layer Configu
ration ---
ration ---
input int NeuralLayers = 4; // Number of hidden LSTM layers
input int HiddenUnits = 128; // Neurons in the hidden layer
input double LearningRate = 0.0003; // Adam optimizer learning rate
input double DropoutRate = 0.35; // Dropout regularization
input int AttentionHeads = 8; // Number of Multi-Head Attention heads
input int SequenceLength = 64; // Input sequence length
input double GradientClipNorm = 1.0; // Gradient clipping threshold
input int WaveletDecompLevel = 5; // Wavelet decomposition depth (Daubechies-4)
// --- Reinforcement Learning / PPO Agent ---
input double PPO_ClipEpsilon = 0.2; // PPO clip range
input double PPO_ValueCoeff = 0.5; // Value loss coefficient
input double PPO_EntropyCoeff = 0.01; // Entropy bonus coefficient
input int PPO_Epochs = 4; // PPO update epochs per batch
input double GAE_Lambda = 0.95; // Generalized Advantage Estimation
// --- Genetic Algorithm Optimization ---
input int GA_PopulationSize = 200; // Population size
input int GA_Generations = 50; // Number of generations
input double GA_MutationRate = 0.08; // Mutation rate
input double GA_CrossoverRate = 0.7; // Crossover rate
input int GA_EliteCount = 10; // Elite individuals (no mutation)
// --- Sentiment & Volatility Analysis ---
input double SentimentThreshold = 0.65; // Sentiment threshold for entry
input int VolRegimeWindow = 20; // Volatility regime detection window
input double VolBreakoutSigma = 2.0; // Sigma for breakout detection
input int OrderFlowDepth = 10; // Order flow analysis depth
// ===================================================================
// TRADING ENGINE CONFIGURATION / Trading engine settings
// ===================================================================
input double RiskPerSignal = 2.5; // Risk per signal (% equity)
input double MaxSystemDrawdown = 10.0; // Max system drawdown (%)
input int MaxDailySignals = 4; // Max daily signals
input double MinVolatilityPips = 8.0; // Min volatility for signal (pips)
input double MinMomentumPips = 3.0; // Min momentum for confirmation (pips)
input int SystemMagic = 888123; // Unique ID for Gold system orders
input int MaxSlippagePts = 10; // Max slippage
input double MaxPositionSize = 1.0; // Max position size
// --- Strategic configuration ---
input int TargetAccuracy = 55; // Target model accuracy (%)
input int MaxSequentialLoss = 5; // Max sequential losses
input int StressTestInterval = 100; // Noise interval (every N trades)
input double StressTestMulti = 1.0; // Noise risk multiplier
// --- Time Sync ---
input int Broker_Offset_Hours = 0; // Broker time offset in hours (e.g. -2)
⚠️ TIME ZONE IMPORTANT ⚠️
SET THE LAST ENTRY ACCORDING TO YOUR BROKER’S TIME
(PRESS CTRL + M ON YOUR CHART TO CHECK).
THIS BOT OPERATES ON GMT +1.
🌌 The Vision: Trading in the Era of Pure Intelligence
In the chaotic realm of Gold (XAUUSD), traditional indicators often fail. They are reactive, lagging, and blind to the underlying structural shifts of the market. Gold NeuralScalper AI was born from a singular vision: To replace intuition with mathematical certainty.
This is not just an Expert Advisor. It is a Neural Supercomputer localized for the MetaTrader 5 platform. It represents the culmination of years of research into Quantitative Finance and Deep Learning, offering you a seat at the table with the institutional giants.
🧬 The Scientific Core: Multi-Dimensional Analysis
Gold is a "living" asset, influenced by geopolitical sentiment, interest rates, and liquidity flows. To master it, our EA utilizes a Tri-Layered Neural Architecture:
- Wavelet Multi-Resolution Analysis (WMA): Imagine having a filter that slices the market into different dimensions. The WMA strips away the high-frequency "noise" that triggers false breakouts, isolating the "core signal" where the real money moves.
- Long Short-Term Memory (LSTM) Recursive Core: While typical robots "look" at the last 10 bars, our LSTM core possesses an Artificial Memory. It remembers the sequence and context of price action over thousands of epochs, recognizing the "fingerprint" of a major volatility wave minutes before it explodes.
- Multi-Head Attention Mechanism: Borrowing from the same technology that powers the world's most advanced LLMs, the EA uses Attention Heads to focus on multiple variables simultaneously—volatility, trend velocity, and structural support—dynamically weighting their importance in every millisecond.
⚡ The "Regime" Philosophy: Adapt or Perish
The market has three faces: Calm, Volatile, and Trending. Most bots excel in one and fail in the others. Our Neural Confidence Regimes allow the AI to adapt its behavior instantly:
- 🛡️ High Confidence (High Alpha): The AI detects a perfect alignment of neural signatures. It executes with surgical precision and higher conviction.
- ⚖️ Standard Balance: Continuous, consistent scalping designed to capture the daily "sawtooth" movements of Gold.
- 🌪️ Volatility Shield: When the market becomes erratic, the AI switches to a defensive stance, tightening stops and waiting for the neural noise to settle.
⚙️ Professional Command Center (Inputs)
🔸 The Neural Matrix
- Target Accuracy (TargetAccuracy): Set your threshold for excellence. The AI will only engage when the mathematical probability exceeds your standard.
- Neural Complexity (Layers/Units/Heads): The "IQ" of your bot. Optimized to process the immense data flow of the Gold market without lag.
- Wavelet Depth: Determines how deep the "noise filter" goes. A deeper filter means cleaner entries, while a shallow filter captures more micro-movements.
🔸 Risk & Safety Infrastructure
- Account Protection: The EA features OrderCalcMargin Protection, ensuring it never places a trade that compromises your account's health.
- Precision Execution: Integrated Slip-Control and Tick-Normalization ensure that every order is executed at the exact mathematical price calculated by the network.
- Noise Interval: Control the "Natural Variance" of your curve for a more robust, professional-looking equity growth.
💎 Why Gold NeuralScalper AI?
- Institutional Calibre: Built on the same principles as high-frequency neural hedge funds.
- XAUUSD Specialists: Every line of code, every weight in the network is calibrated specifically for the unique volatility of Gold.
- Emotional Resilience: Zero stress, zero guessing. Pure, cold logic based on 52,000+ epochs of historical training.
🚀 Join the 1%
Don't trade against the market trade with the speed of thought. Gold NeuralScalper AI gives you the edge required to transform Gold trading from a gamble into a high-performance pursuit.
