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- ---
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- language: code
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- license: apache-2.0
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- tags:
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- - algorithmic-trading
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- - reinforcement-learning
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- - finrl
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- - trading-bot
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- - machine-learning
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- - finance
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- - quantitative-finance
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- - backtesting
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- - risk-management
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- - technical-analysis
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- - docker
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- - python
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- datasets:
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- - synthetic-market-data
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- metrics:
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- - sharpe-ratio
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- - total-return
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- - drawdown
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- - win-rate
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- library_name: algorithmic-trading
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- paperswithcode_id: null
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- ---
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-
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  # Algorithmic Trading System with FinRL and Alpaca Integration
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  A sophisticated algorithmic trading system that combines reinforcement learning (FinRL) with real-time market data and order execution through Alpaca Markets. This system supports both paper trading and live trading with advanced risk management and technical analysis.
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  ### 1. Clone the Repository
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  ```bash
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- git clone <repository-url>
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  cd algorithmic_trading
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  ```
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  - [FinRL Documentation](https://finrl.readthedocs.io/)
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  - [Stable Baselines3 Documentation](https://stable-baselines3.readthedocs.io/)
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  - [Gymnasium Documentation](https://gymnasium.farama.org/)
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-
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- ---
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-
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- **Disclaimer**: This software is for educational and research purposes. Trading involves substantial risk of loss and is not suitable for all investors. Past performance does not guarantee future results. Always consult with a financial advisor before making investment decisions.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  # Algorithmic Trading System with FinRL and Alpaca Integration
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  A sophisticated algorithmic trading system that combines reinforcement learning (FinRL) with real-time market data and order execution through Alpaca Markets. This system supports both paper trading and live trading with advanced risk management and technical analysis.
 
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  ### 1. Clone the Repository
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  ```bash
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+ git clone https://github.com/EAName/algorithmic_trading.git
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  cd algorithmic_trading
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  ```
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  - [FinRL Documentation](https://finrl.readthedocs.io/)
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  - [Stable Baselines3 Documentation](https://stable-baselines3.readthedocs.io/)
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  - [Gymnasium Documentation](https://gymnasium.farama.org/)