2012/10/31 Alexandre Gramfort <alexandre.gramf...@inria.fr>:
> fine with me but do you push the logic further to any linear estimator ?
> For example in Ridge we also have normalize=False by default.
>
> I would say that LassoLars is more the exception than the norm.

Indeed, yet another tricky mission for the Consistency Brigade...

I think I would still be +1 for setting normalize=True everywhere as I
think it's quite likely for the users to get bad results and get upset
because of ignorance of the normalization parameter.

The semantic change for the next release is tricky in the short term
for existing users but it a good change in the long term for future
users.

-- 
Olivier
http://twitter.com/ogrisel - http://github.com/ogrisel

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