diff --git a/src/mlpack/core/kernels/epanechnikov_kernel.cpp b/src/mlpack/core/kernels/epanechnikov_kernel.cpp
index b3d7fc3cc4..408e6de430 100644
--- a/src/mlpack/core/kernels/epanechnikov_kernel.cpp
+++ b/src/mlpack/core/kernels/epanechnikov_kernel.cpp
@@ -66,7 +66,7 @@ double EpanechnikovKernel::GradientForSquaredDistance(const double
   if (distanceSquared < bandwidthSquared)
   {
     return -1 * inverseBandwidthSquared;
-  } 
+  }
   else if (distanceSquared > bandwidthSquared &&
              distanceSquared >= 0)
   {
diff --git a/src/mlpack/methods/ann/augmented/tasks/add_impl.hpp b/src/mlpack/methods/ann/augmented/tasks/add_impl.hpp
index b9747587ca..8c9f9bce40 100644
--- a/src/mlpack/methods/ann/augmented/tasks/add_impl.hpp
+++ b/src/mlpack/methods/ann/augmented/tasks/add_impl.hpp
@@ -149,4 +149,4 @@ const void AddTask::Binarize(const arma::field<arma::vec>& input,
 } // namespace augmented
 } // namespace ann
 } // namespace mlpack
-#endif
\ No newline at end of file
+#endif
diff --git a/src/mlpack/methods/ann/augmented/tasks/copy.hpp b/src/mlpack/methods/ann/augmented/tasks/copy.hpp
index 5088414fae..7d37d093f5 100644
--- a/src/mlpack/methods/ann/augmented/tasks/copy.hpp
+++ b/src/mlpack/methods/ann/augmented/tasks/copy.hpp
@@ -70,7 +70,7 @@ class CopyTask
                       arma::field<arma::mat>& labels,
                       const size_t batchSize,
                       bool fixedLength = false);
-  
+
   /**
    * Generate dataset of a given size and store it in
    * arma::mat object.
diff --git a/src/mlpack/methods/ann/augmented/tasks/copy_impl.hpp b/src/mlpack/methods/ann/augmented/tasks/copy_impl.hpp
index d3b5a66c03..354a565a54 100644
--- a/src/mlpack/methods/ann/augmented/tasks/copy_impl.hpp
+++ b/src/mlpack/methods/ann/augmented/tasks/copy_impl.hpp
@@ -27,7 +27,7 @@ CopyTask::CopyTask(const size_t maxLength,
     nRepeats(nRepeats),
     addSeparator(addSeparator)
 {
-  if (maxLength <= 1) 
+  if (maxLength <= 1)
   {
     std::ostringstream oss;
     oss << "CopyTask::CopyTask(): maximum sequence length ("
@@ -58,7 +58,7 @@ const void CopyTask::Generate(arma::field<arma::mat>& input,
   for (size_t i = 0; i < batchSize; ++i)
   {
     if (!fixedLength)
-    {            
+    {
       arma::vec weights(maxLength - 1);
       // We have two binary numbers with exactly two digits (10 and 11).
       // Increasing length by 1 double the number of valid numbers.
diff --git a/src/mlpack/methods/ann/augmented/tasks/score_impl.hpp b/src/mlpack/methods/ann/augmented/tasks/score_impl.hpp
index d3e4638bea..fcf6362b91 100644
--- a/src/mlpack/methods/ann/augmented/tasks/score_impl.hpp
+++ b/src/mlpack/methods/ann/augmented/tasks/score_impl.hpp
@@ -35,7 +35,7 @@ const double SequencePrecision(arma::field<MatType> trueOutputs,
         << "of ground-truth sequences ("
         << trueOutputs.n_elem << ")"
         << std::endl;
-    throw std::invalid_argument(oss.str());    
+    throw std::invalid_argument(oss.str());
   }
 
   for (size_t i = 0; i < testSize; i++)
diff --git a/src/mlpack/tests/random_test.cpp b/src/mlpack/tests/random_test.cpp
index 27b5bf7303..c3d5b00e58 100644
--- a/src/mlpack/tests/random_test.cpp
+++ b/src/mlpack/tests/random_test.cpp
@@ -44,7 +44,7 @@ BOOST_AUTO_TEST_CASE(DiscreteUniformRandomTest)
       BOOST_REQUIRE_SMALL(
         1.0 / (hiExclusive - lo) - count[i] * 1.0 / iterations, 1e-2);
     }
-  }  
+  }
 
   // Here we also test RandInt(hiExclusive) overload.
   for (std::pair<int, int> range : ranges)