On Wed, May 16, 2012 at 12:16:21AM +0900, Mathieu Blondel wrote:
> On Tue, May 15, 2012 at 11:59 PM, David Warde-Farley <
> [email protected]> wrote:
> 
> >
> > I haven't had a look at these classes myself but I think working with raw
> > NumPy arrays is a better idea in terms of efficiency.
> >
> 
> Since it abstracts away the data representation, SequentialDataset is
> useful if you want to support both dense and sparse representations in your
> MLP implementation.

Ah, ok. As long as there are sufficient ways to avoid lots of large
temporaries being allocated, that seems like a good idea.

David

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