maximal_inputs.hpp File Reference

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Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::nn

Functions
void	mlpack::nn::MaximalInputs (const arma::mat &parameters, arma::mat &output)
	Given a parameters matrix from an autoencoder, maximize the hidden units of the parameters, storing the maximal inputs in the given output matrix. More...
void	mlpack::nn::NormalizeColByMax (const arma::mat &input, arma::mat &output)
	Normalize each column of the input matrix by its maximum value, if that maximum value is not zero. More...

Detailed Description

Author

Tham Ngap Wei

A function to find the maximal inputs of an autoencoder.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file maximal_inputs.hpp.