code: def make_decoder(n_in, n_latent, n_h, binary_check=False):
      return Decoder(n_in, n_latent, n_h, binary_check=binary_check)
  
imports: import numpy
  import chainer
  import chainer.distributions
  import chainer.functions
  import chainer.links
  from chainer import reporter
label_desc: Use image node_id 2 for calling a global function with example usage: make_decoder(n_in, n_latent, n_h, binary_check) and returns: Decoder