Recurrent DCGAN

PyTorch module similar to ECGGAN by Delaney et al. 2019.

class ecgan.modules.generative.rdcgan.RDCGAN(cfg, seq_len=128, num_channels=12)[source]

Bases: ecgan.modules.generative.base.gan_module.BaseGANModule

RGAN Generator combined with DCGAN Discriminator.

Structural components taken from ECGGAN GitHub. The ECGGAN implementation is part of Delaney et al. 2019. The ECGGAN model is, however, not fully integrated and contains additional extensions. This implementation should not be used as a comparison.

static configure()[source]

Return the default configuration of a standard GAN.

Return type: Dict