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Topic/compose recurrent #32

Merged
merged 3 commits into from
Jul 15, 2017
Merged

Topic/compose recurrent #32

merged 3 commits into from
Jul 15, 2017

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HuwCampbell
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@HuwCampbell HuwCampbell mentioned this pull request Jul 14, 2017
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PR comes out of #30, in which @cpennington was eager to compose 2 LSTM networks with a Concat.

This required allowing a RecurrentNetwork to also be an instance of RecurrentLayer, which is an interesting challenge.

This PR changes the kind of recurrent shapes from Shape to *; but requires a Num instance for usage. It also changes the run functions, tapes, and gradients types to run only a single example at a time, like the recurrent layer.

Also added is a ConcatRecurrent layers, which is pretty neat.

@HuwCampbell HuwCampbell merged commit 9b18913 into master Jul 15, 2017
@HuwCampbell HuwCampbell deleted the topic/compose-recurrent branch July 15, 2017 10:39
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