Machine Learning, Deep Learning, Cryptocurrency Investment, Algorithmic Trading, Neural Networks.
(likely the first row due to the shift). Converts the shifted labels to integers (0, 1, 2) using .astype(int). This 'trns' column essentially represents the predicted direction for the next price movement based on your model's classifications. 4. Data Cleaning (Optional — Commented Out): The