my_algo_trading_platform/ │ ├── data/ │ ├── historical/ │ │ ├── stock_data.csv # Historical price data │ │ ├── news_data.csv # Historical news data │ │ └── economic_data.csv # Historical economic data │ ├── streaming/ │ │ ├── live_price_feed.py # Real-time price data streaming │ │ └── news_feed.py # Real-time news feed │ └── data_processing/ │ ├── data_download.py # Scripts to download historical data │ ├── data_preprocessing.py # Data preprocessing utilities │ └── data_store.py # Data storage and retrieval │ ├── strategies/ │ ├── strategy1.py # Your trading strategy 1 │ ├── strategy2.py # Your trading strategy 2 │ └── strategy3.py # Your trading strategy 3 │ ├── risk_management/ │ ├── risk_model.py # Risk assessment and management │ ├── position_sizing.py # Position sizing algorithms │ └── stop_loss.py # Stop loss and take profit management │ ├── execution/ │ ├── order_execution.py # Order execution interface │ └── broker_interface.py # Broker-specific API integration │ ├── performance_analysis/ │ ├── performance_metrics.py # Metrics to evaluate strategy performance │ └── backtesting.py # Backtesting framework │ ├── logging/ │ ├── log_generator.py # Logging and error handling │ └── logs/ # Log files │ ├── config/ │ ├── config.yaml # Configuration file for parameters │ └── secrets.yaml # API keys and sensitive information │ ├── main.py # Main entry point for the platform ├── requirements.txt # List of Python packages and dependencies └── README.md # Documentation and instructions
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