DCGAN

Implementation of the DCGAN architecture.

class ecgan.modules.generative.dcgan.DCGAN(cfg, seq_len=128, num_channels=12)[source]

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

Module for DCGAN.

PyTorch implementation of DCGAN from Radford et al. 2015 with improvements.

static configure()[source]

Return the default configuration of a standard GAN.

Return type

Dict