Machine Learning, Deep Learning, Cryptocurrency Investment, Algorithmic Trading, Neural Networks.
commented-out section (# df_ens = df.copy()...) seems like an alternative approach. It predicts on the entire DataFrame (X) and shifts the labels by -1. This might not be ideal as the model predictions are used on data it was trained on, leading to potential overfitting issues. 5. DataFrame Setup: