code: def __init__(self, n_in, n_latent, n_h, binary_check=False):
      super(Decoder, self).__init__()
      self.binary_check = binary_check
      with self.init_scope():
          self.linear = L.Linear(n_latent, n_h)
          self.output = L.Linear(n_h, n_in)
  
imports: import numpy
  import chainer
  import chainer.distributions
  import chainer.functions
  import chainer.links
  from chainer import reporter
label_desc: Use image node_id 1 to create a new Decoder object from inherited base classes: chainer with example: obj = Decoder(n_in, n_latent, n_h, binary_check)