def __init__(self,
input,
nvis,
nhid,
rnd=None,
theano_rng=None,
bhid=None,
cost_type=CostType.CrossEntropy,
bvis=None):
super(SparseAutoencoder, self).__init__(
input=input,
nvis=nvis,
nhid=nhid,
rnd=rnd,
bhid=bhid,
cost_type=cost_type,
bvis=bvis)
if not theano_rng:
theano_rng = RandomStreams(rnd.randint(2 ** 30))
self.theano_rng = theano_rng
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