A Sharpe ratio > 1 is acceptable; > 2 is very good.
trading_client = TradingClient('API_KEY', 'SECRET_KEY', paper=True) Algorithmic Trading A-Z with Python- Machine Le...
You need a desktop computer (Mac, Windows, or Linux) capable of running the Anaconda distribution . A Sharpe ratio > 1 is acceptable; > 2 is very good
Your ML model memorizes noise, not signal. Walk-forward analysis. Retrain the model weekly on expanding windows. A Sharpe ratio >
Raw prices are noisy. You must engineer features that capture market structure.