[Cover Page]
# Define a simple moving average crossover strategy def strategy(data): short_ma = data['Close'].rolling(window=20).mean() long_ma = data['Close'].rolling(window=50).mean() buy_signal = short_ma > long_ma sell_signal = short_ma < long_ma return buy_signal, sell_signal algorithmic trading using python pdf
[Example Code]
# Backtest the strategy buy_signal, sell_signal = strategy(data) [Cover Page] # Define a simple moving average
# Load historical data data = pd.read_csv('data.csv') long_ma sell_signal = short_ma <