strip whitespaces

9 files changed, 23 insertions, 23 deletions

diff --git a/include/gensvm.h b/include/gensvm.h
index 5101b41..ef85157 100644
--- a/include/gensvm.h
+++ b/include/gensvm.h
@@ -31,7 +31,7 @@ struct GenModel {
 	double epsilon;
 	///< stopping criterion for the IM algorithm.
 	double p;
-	///< parameter for the L-p norm in the loss function	
+	///< parameter for the L-p norm in the loss function
 	double kappa;
 	///< parameter for the Huber hinge function
 	double lambda;
@@ -51,16 +51,16 @@ struct GenModel {
 	///< 3D simplex difference matrix
 	double *Q;
 	///< error matrix
-	double *H; 
+	double *H;
 	///< Huber weighted error matrix
 	double *R;
-	///< 0-1 auixiliary matrix, this matrix is n x K, with for row i a 0 on 
+	///< 0-1 auixiliary matrix, this matrix is n x K, with for row i a 0 on
 	///< column y[i]-1, and 1 everywhere else.
-	double *rho; 	
+	double *rho;
 	///< vector of instance weights
 	double training_error;
 	///< loss function value after training has finished
-	char *data_file; 
+	char *data_file;
 	///< filename of the data
 	KernelType kerneltype;
 	///< type of kernel used in the model
@@ -94,13 +94,13 @@ struct GenData {
  	long *y;
 	///< array of class labels, 1..K
 	double *Z;
-	///< augmented data matrix (either equal to RAW or to the eigenvectors 
+	///< augmented data matrix (either equal to RAW or to the eigenvectors
 	///< of the kernel matrix)
 	double *RAW;
 	///< augmented raw data matrix
 	double *Sigma;
-	KernelType kerneltype; 	
- 	double *kernelparam; 
+	KernelType kerneltype;
+ 	double *kernelparam;
 };
 
 #endif
diff --git a/include/gensvm_io.h b/include/gensvm_io.h
index 35b6a5a..73c24bd 100644
--- a/include/gensvm_io.h
+++ b/include/gensvm_io.h
@@ -24,7 +24,7 @@ void gensvm_read_data(struct GenData *dataset, char *data_file);
 void gensvm_read_model(struct GenModel *model, char *model_filename);
 void gensvm_write_model(struct GenModel *model, char *output_filename);
 
-void gensvm_write_predictions(struct GenData *data, long *predy, 
+void gensvm_write_predictions(struct GenData *data, long *predy,
 		char *output_filename);
 
 #endif
diff --git a/include/gensvm_kernel.h b/include/gensvm_kernel.h
index d5c5e8d..d01eb88 100644
--- a/include/gensvm_kernel.h
+++ b/include/gensvm_kernel.h
@@ -6,7 +6,7 @@
  *
  * @details
  * Contains function declarations for computing the kernel matrix
- * in nonlinear MSVMGen. Additional kernel functions should be 
+ * in nonlinear MSVMGen. Additional kernel functions should be
  * included here and in gensvm_kernel.c
  *
  */
diff --git a/include/gensvm_lapack.h b/include/gensvm_lapack.h
index 7ac4fc9..a664cba 100644
--- a/include/gensvm_lapack.h
+++ b/include/gensvm_lapack.h
@@ -3,9 +3,9 @@
  * @author Gertjan van den Burg
  * @date August, 2013
  * @brief Header file for gensvm_lapack.c
- * 
+ *
  * @details
- * Function declarations for external LAPACK functions 
+ * Function declarations for external LAPACK functions
  *
  */
 
diff --git a/include/gensvm_train_dataset.h b/include/gensvm_train_dataset.h
index 16f8e07..c743bd7 100644
--- a/include/gensvm_train_dataset.h
+++ b/include/gensvm_train_dataset.h
@@ -74,8 +74,8 @@ struct Queue {
  *
  * @param traintype 		type of training to use
  * @param kerneltype 		type of kernel to use throughout training
- * @param repeats 		number of repeats to be done after the grid 
- * 				search to find the parameter set with the 
+ * @param repeats 		number of repeats to be done after the grid
+ * 				search to find the parameter set with the
  * 				most consistent high performance
  * @param folds 		number of folds in cross validation
  * @param Np 			size of the array of p values
@@ -87,7 +87,7 @@ struct Queue {
  * @param Nc 			size of the array of coef values
  * @param Nd 			size of the array of degree values
  * @param *weight_idxs 		array of weight_idxs
- * @param *ps 			array of p values 
+ * @param *ps 			array of p values
  * @param *lambdas 		array of lambda values
  * @param *kappas 		array of kappa values
  * @param *epsilons 		array of epsilon values
diff --git a/include/gensvm_util.h b/include/gensvm_util.h
index fe8d2a3..18aa553 100644
--- a/include/gensvm_util.h
+++ b/include/gensvm_util.h
@@ -3,7 +3,7 @@
  * @author Gertjan van den Burg
  * @date August, 2013
  * @brief Header file for util.c
- * 
+ *
  * @details
  * Function declarations for utility functions of the program.
  *
diff --git a/include/globals.h b/include/globals.h
index 46cc3d2..dfd65ad 100644
--- a/include/globals.h
+++ b/include/globals.h
@@ -8,10 +8,10 @@
  * This header file contains defines and includes which are used in many
  * parts of the program. Most notable are the Calloc, Malloc and Memset
  * defines, which are commonly used to allocate memory. These functions
- * are shorthands for their lowercase counterparts. 
+ * are shorthands for their lowercase counterparts.
  *
- * Furthermore, a maximum and minimum function are defined here. These 
- * functions have their own include guards, to ensure potential linked 
+ * Furthermore, a maximum and minimum function are defined here. These
+ * functions have their own include guards, to ensure potential linked
  * libraries don't conflict with these definitions.
  *
  */
diff --git a/include/libGenSVM.h b/include/libGenSVM.h
index cfa2815..dbf0903 100644
--- a/include/libGenSVM.h
+++ b/include/libGenSVM.h
@@ -11,16 +11,16 @@
  */
 
 /**
- * @todo 
+ * @todo
  * rename this file and libGenSVM.c to correspond with the lowercase convention.
  * Also change the name of the include guard.
- */ 
+ */
 #ifndef LIBGENSVM_H
 #define LIBGENSVM_H
 
 #include "globals.h"
 
-// forward declarations 
+// forward declarations
 struct GenData;
 struct GenModel;
 
diff --git a/include/types.h b/include/types.h
index 1cbcba0..329401a 100644
--- a/include/types.h
+++ b/include/types.h
@@ -4,7 +4,7 @@
  * @date August, 2013
  * @brief Definitions of common types
  *
- * @details 
+ * @details
  * Here common types used throughout the program are defined.
  *
  */