NAME¶

src/mlpack/methods/sparse_autoencoder/sparse_autoencoder.hpp -

SYNOPSIS¶

Classes¶

class mlpack::nn::SparseAutoencoder< OptimizerType > A sparse autoencoder is a neural network whose aim to learn compressed representations of the data, typically for dimensionality reduction, with a constraint on the activity of the neurons in the network.

Namespaces¶

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

Detailed Description¶

Author: An implementation of sparse autoencoders. This file is part of MLPACK 1.0.10. MLPACK is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. MLPACK is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details (LICENSE.txt). You should have received a copy of the GNU General Public License along with MLPACK. If not, see http://www.gnu.org/licenses/. Definition in file sparse_autoencoder.hpp.

Author¶

Generated automatically by Doxygen for MLPACK from the source code.