🚀 Algorithmic Trading Bot

An efficient and customizable trading bot designed to automate trading strategies in real-time. Suitable for both beginners and advanced developers, with a focus on flexibility, performance, and ease of integration.

📝 Features

• Real-Time Market Analysis: Analyze live data streams from major exchanges.
• Customizable Strategies: Implement your trading algorithms or use pre-built strategies.
• Risk Management Tools: Includes stop-loss, take-profit, and position sizing.
• Multi-Exchange Support: Integrates with popular trading platforms.
• Backtesting Framework: Test strategies with historical data.
• Secure and Reliable: Encrypted API key storage and error handling.

📂 Project Structure

trading-bot/
├── config/
│   └── settings.json       # API keys, exchange details, trading parameters
├── strategies/
│   ├── example_strategy.py # Sample trading strategy
│   └── custom.py           # User-defined strategy template
├── data/
│   └── market_data.csv     # Sample historical data
├── logs/
│   └── trading.log         # Runtime logs for debugging and monitoring
├── src/
│   ├── bot.py              # Main script to initialize and run the bot
│   ├── exchange.py         # API integration with exchanges
│   ├── strategy.py         # Strategy processing module
│   └── utils.py            # Utility functions and helpers
└── tests/
    └── test_bot.py         # Unit tests for core functionality

⚙️ Installation and Setup

1. Clone the Repository:

git clone https://github.com/username/trading-bot.git

2. Install Dependencies:

pip install -r requirements.txt

3. Configure Settings: Update config/settings.json with your API keys and preferences.
4. Run the Bot:

python src/bot.py

🚦 Usage

• Backtest a Strategy:

python src/bot.py --backtest --strategy strategies/example_strategy.py

• Run in Live Mode:

python src/bot.py --live --strategy strategies/custom.py

🚧 Roadmap

• Add support for more exchanges
• Implement AI-based trading strategies
• Improve error handling and recovery mechanisms
• Create a graphical user interface (GUI)

💡 Contributing

Contributions are welcome! Fork the repository, create a feature branch, and submit a pull request.

📜 License

<p>This project is licensed under the MIT License. See the <code>LICENSE</code> file for details.</p>