Core Scalper AI

🧠 Core Scalper AI
LSTM Neural Network + OBV Volume for Gold Scalping
Core Scalper AI is an Expert Advisor for MetaTrader 5 designed to trade XAUUSD on the M5 timeframe. It combines an LSTM (Long Short-Term Memory) neural network—integrated directly into the EA—with volume confirmation (OBV). It requires no DLLs, external libraries, or connections to third-party services. 🤖

🔬 Under the Hood
🧬 LSTM Engine
A recurrent neural network (Long Short-Term Memory) analyzes sequences of candlesticks to estimate the probability of the next candle moving up or down. For each candle, it evaluates:

📊 Price return, normalized by recent volatility
📦 Change in OBV (On-Balance Volume)
🕯️ The relationship between the candle's body and its total range
📚 Continuous Learning
Upon startup, the EA trains the network using recent historical data. It then continues to learn in real-time, candle by candle, to adapt to current market conditions. 🔄

📈 OBV Confirmation
OBV (On-Balance Volume) acts as a secondary filter: a trade is only triggered if the network's signal aligns with the direction of the volume relative to its moving average.

🎚️ Minimum Confidence Threshold
The network must exceed a configurable probability threshold before a buy or sell order is enabled. If the signal is not clear, the EA waits. ⏳

⚡ Execution and Protection
Entries are executed using pending orders (Buy Stop / Sell Stop) placed near the current price. Each trade includes:

🔒 Stop Loss
⚖️ Automatic Break-Even
🔄 Dynamic Trailing Stop
✅ Automatic take-profit based on a pip target
🚫 No Martingale strategy

🎛️ Configuration
Settings include hidden neurons, sequence length, training candles, epochs, learning rate, and confidence threshold, as well as the OBV period and volume type. You can also adjust trading hours ⏰, maximum spread 🚦, fixed lot size or percentage-based risk 💵, and the chart theme 🎨. 🧾 Recommendations
🪙 XAUUSD · ⏱️ M5 · 💰 500 to 1000 USD
🏦 Fusion Markets, low-spread or Raw account
🖥️ MetaTrader 5 · 🌐 VPS recommended

🌍 World Inversor · Algorithmic trading with artificial intelligence 🤖
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