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Saltier autoencoder #58

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On this branch are only the changes necessary to adjust the Autoencoder code to the new Breze framework

Moved tagging of test_value self.flat in ParameterSet from __init__ to
declare so that its size can always be updated to the appropriate value of
self._n_pars
- \learn\autoencoder.py adjusted to work with new construct package
- \arch\util.py minor fix in ParameterSet.declare to allow proper theano
  test_value setting
- notebook revised accordingly (added visualization of out_filters and
  cropped in_filters for better contrast normalization
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