def reset_args(self):
"""
"""
assert self.max_iter % self.n_iter_per_step == 0
linear_model.SGDRegressor.__init__(self,
alpha=self.alpha,
penalty=self.penalty,
n_iter=self.n_iter_per_step,
**self.kwargs)