# AI-Powered Trading Bot

A sophisticated trading bot that combines technical analysis, machine learning, sentiment analysis, and risk management to make informed trading decisions.

## Features

- **Technical Analysis**
  - Multiple timeframe analysis
  - Advanced indicators (SMA, EMA, RSI, MACD, Bollinger Bands)
  - Pattern recognition
  - Support and resistance levels

- **Machine Learning**
  - LSTM-based price prediction
  - Reinforcement learning for strategy optimization
  - Feature engineering and selection
  - Model persistence and retraining

- **Sentiment Analysis**
  - News sentiment analysis
  - Social media sentiment (Twitter)
  - Market sentiment indicators
  - Weighted sentiment scoring

- **Risk Management**
  - Position sizing based on risk percentage
  - Stop-loss and take-profit management
  - Maximum drawdown protection
  - Performance monitoring
  - Risk metrics calculation

- **Web Dashboard**
  - Real-time performance monitoring
  - Trade history visualization
  - Risk metrics display
  - Configuration management

## Requirements

- Python 3.8+
- CUDA-capable GPU (recommended for machine learning)
- API keys for:
  - Cryptocurrency exchange (e.g., Binance)
  - News API
  - Twitter API

## Installation

1. Clone the repository:
```bash
git clone https://github.com/B-Wear/QuantumEdge.git
cd trading-bot
```

2. Create a virtual environment:
```bash
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate
```

3. Install dependencies:
```bash
pip install -r requirements.txt
```

4. Configure the bot:
   - Copy `config/config.json.example` to `config/config.json`
   - Update the configuration with your API keys and preferences

## Usage

1. Start the trading bot:
```bash
python -m src.main
```

2. Access the web dashboard:
   - Open your browser and navigate to `http://localhost:5000`
   - Monitor performance and manage settings

3. Monitor logs:
   - Check `trading_bot.log` for detailed information
   - Monitor system performance and error messages

## Configuration

The bot can be configured through `config/config.json`. Key settings include:

- Trading pairs and timeframes
- Risk management parameters
- Technical analysis settings
- Machine learning model parameters
- Sentiment analysis weights
- API credentials

## Risk Warning

Trading cryptocurrencies involves significant risk of loss. This bot is for educational purposes only. Always:

- Start with small amounts
- Use testnet for initial testing
- Monitor performance closely
- Implement proper risk management
- Never trade with money you cannot afford to lose

## Contributing

1. Fork the repository
2. Create a feature branch
3. Commit your changes
4. Push to the branch
5. Create a Pull Request

## License

This project is licensed under the MIT License - see the LICENSE file for details.

## Acknowledgments

- Thanks to the open-source community for various libraries used in this project
- Special thanks to contributors and maintainers of key dependencies
- Inspired by various trading strategies and research papers

## Support

For support, please:
1. Check the documentation
2. Search existing issues
3. Create a new issue if needed

## Disclaimer

This trading bot is provided as-is, without any warranties. Use at your own risk. The developers are not responsible for any financial losses incurred through the use of this software.