Otherbstyle fixes.

src/mlpack/methods/hmm/hmm.hpp

@@ -356,15 +356,18 @@ class HMM
   double& Tolerance() { return tolerance; }
 
   /**
-   * Serialize the object.
+   * Load the object.
    */
   template<typename Archive>
   void load(Archive& ar, const unsigned int version);
 
+  /**
+   * Save the object.
+   */
   template<typename Archive>
   void save(Archive& ar, const unsigned int version) const;
 
-  BOOST_SERIALIZATION_SPLIT_MEMBER()
+  BOOST_SERIALIZATION_SPLIT_MEMBER();
 
 
  protected:
@@ -402,8 +405,8 @@ class HMM
   std::vector<Distribution> emission;
 
   /**
-   *a proxy vriable in linear space for logTransition.
-   *Should be removed in mlpack 4.0.
+   * A proxy variable in linear space for logTransition.
+   * Should be removed in mlpack 4.0.
    */
   arma::mat transitionProxy;
 
@@ -419,7 +422,7 @@ class HMM
   void ConvertToLogSpace() const;
 
   /**
-   * a proxy vriable in linear space for logInitial.
+   * A proxy vriable in linear space for logInitial.
    * Should be removed in mlpack 4.0.
    */
   arma::vec initialProxy;

src/mlpack/methods/hmm/hmm_impl.hpp

@@ -663,18 +663,19 @@ void HMM<Distribution>::Backward(const arma::mat& dataSeq,
  * Make sure the variables in log space are in sync with the linear counter parts
  */
 template<typename Distribution>
-void HMM<Distribution>::ConvertToLogSpace() const {
-    if (recalculateInitial)
-    {
-        logInitial = log(initialProxy);
-        recalculateInitial = false;
-    }
+void HMM<Distribution>::ConvertToLogSpace() const
+{
+  if (recalculateInitial)
+  {
+    logInitial = log(initialProxy);
+    recalculateInitial = false;
+  }
 
-    if (recalculateTransition)
-    {
-        logTransition = log(transitionProxy);
-        recalculateTransition = false;
-    }
+  if (recalculateTransition)
+  {
+    logTransition = log(transitionProxy);
+    recalculateTransition = false;
+  }
 }
 
 //! Serialize the HMM.