I feel like this would go against "explicit is better than implicit",
but without it grid search would indeed be awkward. Maybe:
if self.alpha_coef == 'same':
alpha_coef = self.alpha_comp
?
On Thu, Nov 7, 2013 at 4:19 PM, Mathieu Blondel <math...@mblondel.org> wrote:
>
> On Thu, Nov 7, 2013 at 11:57 PM, Lars Buitinck <larsm...@gmail.com> wrote:
>>
>> For reproducing results from literature this is useful. E.g. Hoyer
>> only regularizes one of the matrices.
>
>
> For efficient grid-search with shared values, we could do this:
>
> if self.alpha_comp is None and self.alpha_coef is None:
> alpha_comp = alpha_coef = DEFAULT_VALUE
> elif self.alpha_comp is None:
> alpha_comp = self.alpha_coef
> elif self.alpha_coef is None:
> alpha_coef = self.alpha_comp
>
> This way we get the flexibility of having two hyper-parameters but still
> allow for efficient grid search with a single shared value.
>
> Mathieu
>
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