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--- |
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title: Algorithmic Trading System |
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emoji: 📈 |
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colorFrom: blue |
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colorTo: green |
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sdk: streamlit |
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sdk_version: 1.46.1 |
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app_file: streamlit_app.py |
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pinned: false |
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license: apache-2.0 |
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--- |
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# Algorithmic Trading System |
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A comprehensive algorithmic trading platform with multiple AI agents, real-time data processing, and interactive UI interfaces. |
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## Features |
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- 🤖 **Multi-Agent System**: Strategy, Execution, and Data Ingestion agents |
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- 📊 **Real-time Data**: Market data ingestion and processing |
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- 🧠 **FinRL Integration**: Deep reinforcement learning for trading strategies |
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- 🎯 **Multiple UIs**: Streamlit, Dash, Jupyter, and WebSocket interfaces |
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- 📈 **Backtesting**: Comprehensive backtesting and performance analysis |
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- 🔒 **Risk Management**: Built-in risk controls and monitoring |
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- 🚀 **Deployment Ready**: Docker and cloud deployment support |
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## Quick Start |
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```bash |
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# Clone the repository |
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git clone https://github.com/EAName/algorithmic_trading.git |
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cd algorithmic_trading |
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# Install dependencies |
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pip install -r requirements.txt |
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# Run the Streamlit UI |
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streamlit run streamlit_app.py |
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``` |
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## Architecture |
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- **Agentic AI System**: Core trading logic and agent coordination |
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- **Data Pipeline**: Real-time market data ingestion and processing |
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- **UI Layer**: Multiple interface options for different use cases |
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- **Deployment**: Docker and cloud-ready configuration |
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## Documentation |
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- [UI Setup Guide](UI_SETUP.md) |
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- [Deployment Guide](STREAMLIT_DEPLOYMENT.md) |
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- [Release Checklist](RELEASE_CHECKLIST.md) |
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## License |
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Apache License 2.0 - see [LICENSE](LICENSE) for details. |
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