Package pylearn :: Package sandbox :: Package simple_autoassociator :: Module main
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Module main

source code

A simple autoassociator.

The learned model is:

  h   = sigmoid(dot(x, w1) + b1)
  y   = sigmoid(dot(h, w2) + b2)

Binary xent loss.

Variables [hide private]
  nonzero_instances = []
  model = model.Model(input_dimension= 10, hidden_dimension= 4)

Imports: numpy