Python: is it a must to convert pandas dataframe to numpy arrays for machine learning algorithms in scikit-learn

Question

Is it a must to convert pandas dataframe to numpy arrays for machine learning algorithms in scikit-learn ?

I know the to_numpy() function does the conver