diff --git a/TensorFlow.NET.sln b/TensorFlow.NET.sln
index 115377c2..25a97e6d 100644
--- a/TensorFlow.NET.sln
+++ b/TensorFlow.NET.sln
@@ -9,8 +9,6 @@ Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "TensorFlowNET.Examples", "t
 EndProject
 Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "TensorFlowNET.Core", "src\TensorFlowNET.Core\TensorFlowNET.Core.csproj", "{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}"
 EndProject
-Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "TensorFlowNET.Utility", "src\TensorFlowNET.Utility\TensorFlowNET.Utility.csproj", "{00D9085C-0FC7-453C-A0CC-BAD98F44FEA0}"
-EndProject
 Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "TensorFlowNET.Visualization", "TensorFlowNET.Visualization\TensorFlowNET.Visualization.csproj", "{4BB2ABD1-635E-41E4-B534-CB5B6A2D754D}"
 EndProject
 Project("{9A19103F-16F7-4668-BE54-9A1E7A4F7556}") = "NumSharp.Core", "..\NumSharp\src\NumSharp.Core\NumSharp.Core.csproj", "{E8340C61-12C1-4BEE-A340-403E7C1ACD82}"
@@ -35,10 +33,6 @@ Global
 		{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Debug|Any CPU.Build.0 = Debug|Any CPU
 		{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Release|Any CPU.ActiveCfg = Release|Any CPU
 		{FD682AC0-7B2D-45D3-8B0D-C6D678B04144}.Release|Any CPU.Build.0 = Release|Any CPU
-		{00D9085C-0FC7-453C-A0CC-BAD98F44FEA0}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
-		{00D9085C-0FC7-453C-A0CC-BAD98F44FEA0}.Debug|Any CPU.Build.0 = Debug|Any CPU
-		{00D9085C-0FC7-453C-A0CC-BAD98F44FEA0}.Release|Any CPU.ActiveCfg = Release|Any CPU
-		{00D9085C-0FC7-453C-A0CC-BAD98F44FEA0}.Release|Any CPU.Build.0 = Release|Any CPU
 		{4BB2ABD1-635E-41E4-B534-CB5B6A2D754D}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
 		{4BB2ABD1-635E-41E4-B534-CB5B6A2D754D}.Debug|Any CPU.Build.0 = Debug|Any CPU
 		{4BB2ABD1-635E-41E4-B534-CB5B6A2D754D}.Release|Any CPU.ActiveCfg = Release|Any CPU
diff --git a/src/TensorFlowNET.Utility/TensorFlowNET.Utility.csproj b/src/TensorFlowNET.Utility/TensorFlowNET.Utility.csproj
deleted file mode 100644
index efeb641a..00000000
--- a/src/TensorFlowNET.Utility/TensorFlowNET.Utility.csproj
+++ /dev/null
@@ -1,13 +0,0 @@
-<Project Sdk="Microsoft.NET.Sdk">
-
-  <PropertyGroup>
-    <TargetFramework>netstandard2.0</TargetFramework>
-    <AssemblyName>TensorFlowNET.Utility</AssemblyName>
-    <RootNamespace>TensorFlowNET.Utility</RootNamespace>
-  </PropertyGroup>
-
-  <ItemGroup>
-    <PackageReference Include="SharpZipLib" Version="1.1.0" />
-  </ItemGroup>
-
-</Project>
diff --git a/test/TensorFlowNET.Examples/TensorFlowNET.Examples.csproj b/test/TensorFlowNET.Examples/TensorFlowNET.Examples.csproj
index b1349ec7..12a92226 100644
--- a/test/TensorFlowNET.Examples/TensorFlowNET.Examples.csproj
+++ b/test/TensorFlowNET.Examples/TensorFlowNET.Examples.csproj
@@ -1,4 +1,4 @@
-<Project Sdk="Microsoft.NET.Sdk">
+<Project Sdk="Microsoft.NET.Sdk">
 
   <PropertyGroup>
     <OutputType>Exe</OutputType>
@@ -7,14 +7,14 @@
 
   <ItemGroup>
     <PackageReference Include="NumSharp" Version="0.7.3" />
-    <PackageReference Include="TensorFlow.NET" Version="0.3.0" />
+    <PackageReference Include="SharpZipLib" Version="1.1.0" />
+    <PackageReference Include="TensorFlow.NET" Version="0.4.2" />
   </ItemGroup>
 
   <ItemGroup>
     <ProjectReference Include="..\..\..\NumSharp\src\NumSharp.Core\NumSharp.Core.csproj" />
     <ProjectReference Include="..\..\..\scikit-learn.net\src\scikit-learn\scikit-learn.csproj" />
     <ProjectReference Include="..\..\src\TensorFlowNET.Core\TensorFlowNET.Core.csproj" />
-    <ProjectReference Include="..\..\src\TensorFlowNET.Utility\TensorFlowNET.Utility.csproj" />
   </ItemGroup>
 
   <ItemGroup>
diff --git a/test/TensorFlowNET.Examples/TextClassification/DataHelpers.cs b/test/TensorFlowNET.Examples/TextClassification/DataHelpers.cs
index 586a978a..f705b98c 100644
--- a/test/TensorFlowNET.Examples/TextClassification/DataHelpers.cs
+++ b/test/TensorFlowNET.Examples/TextClassification/DataHelpers.cs
@@ -77,7 +77,7 @@ namespace TensorFlowNET.Examples.CnnTextClassification
 
             var positive_labels = positive_examples.Select(x => new int[2] { 0, 1 }).ToArray();
             var negative_labels = negative_examples.Select(x => new int[2] { 1, 0 }).ToArray();
-            var y = np.concatenate(new int[][][] { positive_labels, negative_labels });
+            var y = np.array(1);// np.concatenate(new int[][][] { positive_labels, negative_labels });
             return (x_text.ToArray(), y);
         }
 
diff --git a/test/TensorFlowNET.Examples/TextClassification/TextClassificationTrain.cs b/test/TensorFlowNET.Examples/TextClassification/TextClassificationTrain.cs
index 52ed5469..4ea583d4 100644
--- a/test/TensorFlowNET.Examples/TextClassification/TextClassificationTrain.cs
+++ b/test/TensorFlowNET.Examples/TextClassification/TextClassificationTrain.cs
@@ -5,7 +5,7 @@ using System.IO;
 using System.Linq;
 using System.Text;
 using Tensorflow;
-using TensorFlowNET.Utility;
+using TensorFlowNET.Examples.Utility;
 
 namespace TensorFlowNET.Examples.CnnTextClassification
 {
@@ -24,7 +24,7 @@ namespace TensorFlowNET.Examples.CnnTextClassification
             download_dbpedia();
             Console.WriteLine("Building dataset...");
             var (x, y, alphabet_size) = DataHelpers.build_char_dataset("train", "vdcnn", CHAR_MAX_LEN);
-            var (train_x, valid_x, train_y, valid_y) = train_test_split(x, y, test_size: 0.15);
+            //var (train_x, valid_x, train_y, valid_y) = train_test_split(x, y, test_size: 0.15);
         }
 
         public void download_dbpedia()
diff --git a/src/TensorFlowNET.Utility/Compress.cs b/test/TensorFlowNET.Examples/Utility/Compress.cs
similarity index 98%
rename from src/TensorFlowNET.Utility/Compress.cs
rename to test/TensorFlowNET.Examples/Utility/Compress.cs
index 0efe59bd..cf40e2c4 100644
--- a/src/TensorFlowNET.Utility/Compress.cs
+++ b/test/TensorFlowNET.Examples/Utility/Compress.cs
@@ -7,7 +7,7 @@ using System.Linq;
 using System.Threading;
 using System.Threading.Tasks;
 
-namespace TensorFlowNET.Utility
+namespace TensorFlowNET.Examples.Utility
 {
     public class Compress
     {
diff --git a/src/TensorFlowNET.Utility/Web.cs b/test/TensorFlowNET.Examples/Utility/Web.cs
similarity index 96%
rename from src/TensorFlowNET.Utility/Web.cs
rename to test/TensorFlowNET.Examples/Utility/Web.cs
index 33df9c16..e2155e93 100644
--- a/src/TensorFlowNET.Utility/Web.cs
+++ b/test/TensorFlowNET.Examples/Utility/Web.cs
@@ -7,7 +7,7 @@ using System.Text;
 using System.Threading;
 using System.Threading.Tasks;
 
-namespace TensorFlowNET.Utility
+namespace TensorFlowNET.Examples.Utility
 {
     public class Web
     {