A Scheme to Iterate over Single Examples about fuel HOT 3 CLOSED

Why would you want singletons rather than batch size 1?
On Feb 25, 2015 9:05 AM, "Dmitry Bogdanov" [email protected] wrote:

It is currently impossible to iterate over MNIST examples, not batches of
examples.

Even SequentialScheme(num_examples, 1) does not fill this gap, because
the requests it provides are singleton lists.

I would solve that by adding a new scheme, let's say ExamplesScheme,
whose requests would be integers, not lists.

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#19.

from fuel.

It find it much more convenient to write preprocessing for this format. Otherwise every preprocessing wrapper that I have must first unpack the batch and in the end pack the batch back.

from fuel.

Fixed in #20.

from fuel.