view pylearn/shared/layers/README.txt @ 1496:93b8373c6735

Prefix loggers with 'pylearn.' to ensure there is no conflict when using Pylearn code within another library
author Olivier Delalleau <delallea@iro>
date Mon, 22 Aug 2011 11:28:48 -0400
parents 580087712f69
children
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Layers are the building blocks of neural networks.
Often they are parametric, but not necessarily.

This directory is meant to be a library of layers and, where applicable, the
algorithms meant to fit them to data.


.. code-block:: python

    class Layer(object):

        """ Base class for Layer, documenting interface conventions

        WRITEME
        """

        input = None

        output = None

        l1 = 0

        l2_sqr = 0

        params = []

        updates = []