Sklearn set_params takes exactly 1 argument?

I just stumbled upon this, so here is a solution for multiple arguments from a dictionary:

from sklearn import svm
params_svm = {"kernel":"rbf", "C":0.1, "gamma":0.1, "class_weight":"auto"}
clf = svm.SVC()
clf.set_params(**params_svm)