MT5 LSTM Trading Bot (GBPUSD)

A complete trading automation framework using MetaTrader 5, LSTM Neural Networks, and Python. The bot detects engulfing candlestick patterns, combines volume and pivot-based signals, and trades GBPUSD using a risk-managed strategy with trailing stop-loss, partial take-profit, and live execution support.

Features

• 📊 Real-time data feed from MetaTrader 5
• 🤖 LSTM-based machine learning model for trade predictions
• 🧠 Feature engineering: Engulfing patterns, volume multipliers, pivot levels
• 🧪 Backtesting engine with R/R, trailing SL, partial TP
• 🔄 Live trading with MT5 execution API
• 📈 Equity curve and training visualization

Requirements

• MetaTrader 5 (installed and connected to a broker)
• Python 3.8+
• Required Python packages:

pip install -r requirements.txt

requirements.txt example:

MetaTrader5 pandas numpy scikit-learn matplotlib tensorflow pytz

How to Run

• Ensure MetaTrader 5 is installed and logged in.
• Launch a Python environment (like Jupyter or terminal).
• Run the script:

python trading_bot.py

File Structure

• trading_bot.py – Main file containing:

Notes

• Live trading mode can be toggled with LIVE_TRADING = True
• You must allow DLL imports and automated trading in MT5 settings.

Contact

For help or customization, reach out on Telegram: @NAKBlockDev