clf1.coef_ should be of shape (y.shape[1], n_features)

clf1.intercept_ should be of shape (y.shape[1],)

so the test should be:

assert_almost_equal(clf.coef_, clf1.coef_[0])
assert_almost_equal(clf.intercept_, clf1.intercept_[0])