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How to use the sdgym.synthesizers.ctgan.Residual function in sdgym

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DAI-Lab / SDGym / sdgym / synthesizers / ctgan.py View on Github

def __init__(self, i, o):
        super(Residual, self).__init__()
        self.fc = Linear(i, o)
        self.bn = BatchNorm1d(o)
        self.relu = ReLU()

DAI-Lab / SDGym / sdgym / synthesizers / ctgan.py View on Github

def __init__(self, embedding_dim, gen_dims, data_dim):
        super(Generator, self).__init__()
        dim = embedding_dim
        seq = []
        for item in list(gen_dims):
            seq += [
                Residual(dim, item)
            ]
            dim += item
        seq.append(Linear(dim, data_dim))
        self.seq = Sequential(*seq)