If not, why?
I cannot find how to change penalty of SVC: https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html
But, Linear SVC supports this option. https://scikit-learn.org/stable/modules/generated/sklearn.svm.LinearSVC.html
I don't understand why, or if I'm missing something.