Hi there,

In the docstring of SGDRegressor it says "l1_ratio=0 corresponds to L2
penalty, l1_ratio=1 to L1".
But looking at the implementation, self.l1_ratio is passed as the value of
the rho argument to plain_sgd(),
and there I see:

    if penalty_type == L2:
        rho = 1.0
    elif penalty_type == L1:
        rho = 0.0

Is there some confusion here, aside from in my head?

Thanks!

Mark
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