added auto download data for LSTM + CRF NER.

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}") = "NumSharp.Core", "..\NumSharp\src\NumSharp.Core\NumSharp.Core.csproj", "{265765E1-C746-4241-AF2B-39B8045292D8}"
-EndProject
 Global
 	GlobalSection(SolutionConfigurationPlatforms) = preSolution
 		Debug|Any CPU = Debug|Any CPU
@@ -29,10 +27,6 @@ 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
-		{265765E1-C746-4241-AF2B-39B8045292D8}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
-		{265765E1-C746-4241-AF2B-39B8045292D8}.Debug|Any CPU.Build.0 = Debug|Any CPU
-		{265765E1-C746-4241-AF2B-39B8045292D8}.Release|Any CPU.ActiveCfg = Release|Any CPU
-		{265765E1-C746-4241-AF2B-39B8045292D8}.Release|Any CPU.Build.0 = Release|Any CPU
 	EndGlobalSection
 	GlobalSection(SolutionProperties) = preSolution
 		HideSolutionNode = FALSE

src/TensorFlowNET.Core/TensorFlowNET.Core.csproj

@@ -49,7 +49,7 @@ Add Word2Vec example.</PackageReleaseNotes>
 
   <ItemGroup>
     <PackageReference Include="Google.Protobuf" Version="3.7.0" />
-    <PackageReference Include="NumSharp" Version="0.10.0" />
+    <PackageReference Include="NumSharp" Version="0.10.1" />
   </ItemGroup>
 
   <ItemGroup>
@@ -62,8 +62,4 @@ Add Word2Vec example.</PackageReleaseNotes>
     <Folder Include="Keras\Initializers\" />
   </ItemGroup>
 
-  <ItemGroup>
-    <ProjectReference Include="..\..\..\NumSharp\src\NumSharp.Core\NumSharp.Core.csproj" />
-  </ItemGroup>
-
 </Project>

test/TensorFlowNET.Examples/TextProcess/NER/LstmCrfNer.cs

@@ -185,6 +185,10 @@ namespace TensorFlowNET.Examples.Text.NER
             hp.filepath_tags = Path.Combine(hp.data_root_dir, "tags.txt");
             hp.filepath_chars = Path.Combine(hp.data_root_dir, "chars.txt");
 
+            string url = "https://raw.githubusercontent.com/SciSharp/TensorFlow.NET/master/data/lstm_crf_ner.zip";
+            Web.Download(url, hp.data_root_dir, "lstm_crf_ner.zip");
+            Compress.UnZip(Path.Combine(hp.data_root_dir, "lstm_crf_ner.zip"), hp.data_root_dir);
+
             // 1. vocabulary
             /*vocab_tags = load_vocab(hp.filepath_tags);