[mlpack-git] master: add example (c4a2e5a)

gitdub at big.cc.gt.atl.ga.us gitdub at big.cc.gt.atl.ga.us
Mon Nov 30 10:39:59 EST 2015


Repository : https://github.com/mlpack/mlpack

On branch  : master
Link       : https://github.com/mlpack/mlpack/compare/5aaf0e441dd64a5de9a0210aa7a837eecf162d12...e4519fc42a2a340cf0387ab082bf49b9715c871b

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commit c4a2e5a07d7761ef5ee1de3560d51fb12479e91d
Author: stereomatchingkiss <stereomatchingkiss at gmail.com>
Date:   Tue Oct 27 17:33:59 2015 +0800

    add example


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c4a2e5a07d7761ef5ee1de3560d51fb12479e91d
 src/mlpack/methods/sparse_autoencoder/maximal_inputs.hpp | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/src/mlpack/methods/sparse_autoencoder/maximal_inputs.hpp b/src/mlpack/methods/sparse_autoencoder/maximal_inputs.hpp
index 259071c..c9ddfdc 100644
--- a/src/mlpack/methods/sparse_autoencoder/maximal_inputs.hpp
+++ b/src/mlpack/methods/sparse_autoencoder/maximal_inputs.hpp
@@ -11,6 +11,16 @@ namespace nn {
  * Maximize the hidden units of the parameters
  * @param params The parameters want to maximize
  * @param output Parameters after maximize
+ * @pre The layout of the parameters should be same as following
+ * //          vSize   1
+ * //       |        |  |
+ * //  hSize|   w1   |b1|
+ * //       |________|__|
+ * //       |        |  |
+ * //  hSize|   w2'  |  |
+ * //       |________|__|
+ * //      1|   b2'  |  |
+ *
  * @code
  * arma::mat data; // Data matrix.
  * const size_t vSize = 64; // Size of visible layer, depends on the data.



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