diff --git a/TensorFlow.NET.sln b/TensorFlow.NET.sln
index 29ecf84b..523a148c 100644
--- a/TensorFlow.NET.sln
+++ b/TensorFlow.NET.sln
@@ -17,8 +17,6 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "Keras.UnitTest", "test\Kera
 EndProject
 Project("{6EC3EE1D-3C4E-46DD-8F32-0CC8E7565705}") = "TensorFlowNET.Examples.FSharp", "test\TensorFlowNET.Examples.FSharp\TensorFlowNET.Examples.FSharp.fsproj", "{62BC3801-F0D3-44A9-A0AC-712F40C8F961}"
 EndProject
-Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "NumSharp.Core", "..\NumSharp\src\NumSharp.Core\NumSharp.Core.csproj", "{E038A3C1-9055-4BF4-BE5B-0E7D661A7EB3}"
-EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution
 		Debug|Any CPU = Debug|Any CPU
@@ -53,10 +51,6 @@ Global
 		{62BC3801-F0D3-44A9-A0AC-712F40C8F961}.Debug|Any CPU.Build.0 = Debug|Any CPU
 		{62BC3801-F0D3-44A9-A0AC-712F40C8F961}.Release|Any CPU.ActiveCfg = Release|Any CPU
 		{62BC3801-F0D3-44A9-A0AC-712F40C8F961}.Release|Any CPU.Build.0 = Release|Any CPU
-		{E038A3C1-9055-4BF4-BE5B-0E7D661A7EB3}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
-		{E038A3C1-9055-4BF4-BE5B-0E7D661A7EB3}.Debug|Any CPU.Build.0 = Debug|Any CPU
-		{E038A3C1-9055-4BF4-BE5B-0E7D661A7EB3}.Release|Any CPU.ActiveCfg = Release|Any CPU
-		{E038A3C1-9055-4BF4-BE5B-0E7D661A7EB3}.Release|Any CPU.Build.0 = Release|Any CPU
 	EndGlobalSection
 	GlobalSection(SolutionProperties) = preSolution
 		HideSolutionNode = FALSE
diff --git a/data/nb_example.npy b/data/nb_example.npy
new file mode 100644
index 00000000..4547812c
Binary files /dev/null and b/data/nb_example.npy differ
diff --git a/src/TensorFlowNET.Core/TensorFlowNET.Core.csproj b/src/TensorFlowNET.Core/TensorFlowNET.Core.csproj
index 1e8a63f1..7bc7ae52 100644
--- a/src/TensorFlowNET.Core/TensorFlowNET.Core.csproj
+++ b/src/TensorFlowNET.Core/TensorFlowNET.Core.csproj
@@ -62,10 +62,6 @@ Docs: https://tensorflownet.readthedocs.io</Description>
     <Folder Include="Keras\Initializers\" />
   </ItemGroup>
 
-  <ItemGroup>
-    <ProjectReference Include="..\..\..\NumSharp\src\NumSharp.Core\NumSharp.Core.csproj" />
-  </ItemGroup>
-
   <ItemGroup>
     <Reference Include="NumSharp.Core">
       <HintPath>..\..\..\..\NumSharp\src\NumSharp.Core\bin\Debug\netstandard2.0\NumSharp.Core.dll</HintPath>
diff --git a/test/TensorFlowNET.Examples/BasicModels/NaiveBayesClassifier.cs b/test/TensorFlowNET.Examples/BasicModels/NaiveBayesClassifier.cs
index 9555bcbc..1f891b8c 100644
--- a/test/TensorFlowNET.Examples/BasicModels/NaiveBayesClassifier.cs
+++ b/test/TensorFlowNET.Examples/BasicModels/NaiveBayesClassifier.cs
@@ -5,6 +5,8 @@ using Tensorflow;
 using NumSharp;
 using System.Linq;
 using static Tensorflow.Python;
+using System.IO;
+using TensorFlowNET.Examples.Utility;
 
 namespace TensorFlowNET.Examples
 {
@@ -34,10 +36,10 @@ namespace TensorFlowNET.Examples
             var (xx, yy) = np.meshgrid(np.linspace(x_min, x_max, 30), np.linspace(y_min, y_max, 30));
             with(tf.Session(), sess =>
             {
-                var samples = np.vstack<float>(xx.ravel(), yy.ravel());
-                samples = np.transpose(samples);
-                var array = np.Load<double[,]>("H:\\PythonApplication1\\PythonApplication1\\data.npy");
-                samples = np.array(array).astype(np.float32);
+                //var samples = np.vstack<float>(xx.ravel(), yy.ravel());
+                //samples = np.transpose(samples);
+                var array = np.Load<double[,]>(Path.Join("nb", "nb_example.npy"));
+                var samples = np.array(array).astype(np.float32);
                 var Z = sess.run(predict(samples));
             });
 
@@ -170,6 +172,10 @@ namespace TensorFlowNET.Examples
                         1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,
                         2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,
                         2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2);
+
+
+            string url = "https://raw.githubusercontent.com/SciSharp/TensorFlow.NET/master/data/nb_example.npy";
+            Web.Download(url, "nb", "nb_example.npy");
             #endregion
         }