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