view pylearn/algorithms/layer.py @ 1476:8c10bda4bb5f

Configured default train/valid/test split for icml07.MNIST_rotated_background dataset. Defaults are the ones used by Hugo in the ICML07 paper and in all contracting auto-encoder papers.
author gdesjardins
date Fri, 20 May 2011 16:53:00 -0400
parents b054271b2504
children
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"""
@todo: Make a layer class, with standardized names:
    input, cost, lr, and update
(a Method called update, to be more precise, whose first argument is the input)

input_dimension, output_dimension (aliased as nin and nout)

Modules like pylearn.algorithms.logistic_regression.Module_Nclass and
pylearn.algorithms.???.Bin_Regressor should inherit from Layer and
Stacker should assume Layer.
"""