On Wed, Apr 25, 2012 at 8:57 AM, Robert Layton <[email protected]>wrote:
> On my list of things to do is a stress testing suite, attempting to find
> the upper/lower/sparse limits of each method, to generate a table for the
> documentation. Unfortunately I don't have the time right now, but I thought
> I would throw that out there as something coming "in the future".
>
We discussed some time ago the idea of adding decorators to classes to
annotate what types they accept. For example, something like
@accept_input(["sparse", "dense"]). This could be used to automatically
generate a list of estimators by supported input.
For the time being, we could maintain such a list by hand. This could take
the form of a table where rows are estimators and columns are properties:
- dense input (yes / no)
- sparse input (yes / no)
- scale (small / medium / large)
- prediction speed (slow / fast)
etc.
PRs welcome :)
Cheers,
Mathieu
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