Hi all,
Why we are using np.ravel in each params?
I assume these are just implementation details. It is to make sure that we have a 1D array of shape (n_samples,). If one of the variables is a dataframe column then it can be of shape (n_samples, 1) and the difference between the two variables would fail. np.ravel make sure that we have a consistent size.