[mlpack-git] master, mlpack-1.0.x: First pass: add file headers, include guards, and then my vimrc auto-stripped all trailing spaces. (f8c663a)

[gitdub at big.cc.gt.atl.ga.us]

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

On branches: master,mlpack-1.0.x
Link       : https://github.com/mlpack/mlpack/compare/904762495c039e345beba14c1142fd719b3bd50e...f94823c800ad6f7266995c700b1b630d5ffdcf40

>---------------------------------------------------------------

commit f8c663a52da2b5c37712be5f0e9fc2c99d1f70d6
Author: Ryan Curtin <ryan at ratml.org>
Date:   Wed Apr 16 18:35:16 2014 +0000

    First pass: add file headers, include guards, and then my vimrc auto-stripped
    all trailing spaces.


>---------------------------------------------------------------

f8c663a52da2b5c37712be5f0e9fc2c99d1f70d6
 .../methods/sparse_autoencoder/sparse_autoencoder.hpp      | 11 +++++++++++
 .../sparse_autoencoder/sparse_autoencoder_function.cpp     |  6 ++++++
 .../sparse_autoencoder/sparse_autoencoder_function.hpp     | 12 ++++++++++++
 .../methods/sparse_autoencoder/sparse_autoencoder_impl.hpp | 14 ++++++++++++++
 4 files changed, 43 insertions(+)

diff --git a/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder.hpp b/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder.hpp
index ef4742d..4617504 100644
--- a/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder.hpp
+++ b/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder.hpp
@@ -1,3 +1,12 @@
+/**
+ * @file sparse_autoencoder.hpp
+ * @author Siddharth Agrawal
+ *
+ * An implementation of sparse autoencoders.
+ */
+#ifndef __MLPACK_METHODS_SPARSE_AUTOENCODER_SPARSE_AUTOENCODER_HPP
+#define __MLPACK_METHODS_SPARSE_AUTOENCODER_SPARSE_AUTOENCODER_HPP
+
 #include <mlpack/core.hpp>
 #include <mlpack/core/optimizers/lbfgs/lbfgs.hpp>
 
@@ -180,3 +189,5 @@ class SparseAutoencoder
 
 // Include implementation.
 #include "sparse_autoencoder_impl.hpp"
+
+#endif
diff --git a/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.cpp b/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.cpp
index 4837910..1094d7e 100644
--- a/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.cpp
+++ b/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.cpp
@@ -1,3 +1,9 @@
+/**
+ * @file sparse_autoencoder_function.cpp
+ * @author Siddharth Agrawal
+ *
+ * Implementation of function to be optimized for sparse autoencoders.
+ */
 #include "sparse_autoencoder_function.hpp"
 
 using namespace mlpack;
diff --git a/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.hpp b/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.hpp
index 540119e..55886a1 100644
--- a/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.hpp
+++ b/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_function.hpp
@@ -1,3 +1,13 @@
+/**
+ * @file sparse_autoencoder_function.hpp
+ * @author Siddharth Agrawal
+ *
+ * The function to be optimized for sparse autoencoders.  Any mlpack optimizer
+ * can be used.
+ */
+#ifndef __MLPACK_METHODS_SPARSE_AUTOENCODER_SPARSE_AUTOENCODER_FUNCTION_HPP
+#define __MLPACK_METHODS_SPARSE_AUTOENCODER_SPARSE_AUTOENCODER_FUNCTION_HPP
+
 #include <mlpack/core.hpp>
 
 namespace mlpack {
@@ -139,3 +149,5 @@ class SparseAutoencoderFunction
 
 }; // namespace nn
 }; // namespace mlpack
+
+#endif
diff --git a/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_impl.hpp b/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_impl.hpp
index 67e1bfe..6de0d97 100644
--- a/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_impl.hpp
+++ b/src/mlpack/methods/sparse_autoencoder/sparse_autoencoder_impl.hpp
@@ -1,3 +1,15 @@
+/**
+ * @file sparse_autoencoder_impl.hpp
+ * @author Siddharth Agrawal
+ *
+ * Implementation of sparse autoencoders.
+ */
+#ifndef __MLPACK_METHODS_SPARSE_AUTOENCODER_SPARSE_AUTOENCODER_IMPL_HPP
+#define __MLPACK_METHODS_SPARSE_AUTOENCODER_SPARSE_AUTOENCODER_IMPL_HPP
+
+// In case it hasn't been included yet.
+#include "sparse_autoencoder.hpp"
+
 namespace mlpack {
 namespace nn {
 
@@ -60,3 +72,5 @@ void SparseAutoencoder<OptimizerType>::GetNewFeatures(arma::mat& data,
 
 }; // namespace nn
 }; // namespace mlpack
+
+#endif