Use LeakyReLU instead of standard ReLU activations to prevent neurons from completely dying out during backpropagation.
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stante/gans-in-action-pytorch : Idiomatic PyTorch implementations tested with Python 3.6+ . Use LeakyReLU instead of standard ReLU activations to