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Minimize the energy distance and use a better gradient penalty. #5

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@fidlej fidlej commented Dec 10, 2017

I updated the code to minimize the energy-distance-based generator loss
when training the generator.
Previously, the code was training the generator to minimize the surrogate loss.

And I also used a better input to the gradient penalty,
from the updated paper:
https://openreview.net/forum?id=S1m6h21Cb

Thanks for the initial code.

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