Predict_price.py

# Predict the price using `predict_price_AR` function
data['predicted_price'] = data['Adj Close'].rolling(window=rolling_window).apply(predict_price_AR, raw=False)


# Shift the predicted price by 1 period
data['predicted_price'] = data['predicted_price'].shift(periods=1)