diff --git a/src/TensorFlowNET.Core/Framework/c_api_util.cs b/src/TensorFlowNET.Core/Framework/c_api_util.cs
index e1e602a7..efae3e55 100644
--- a/src/TensorFlowNET.Core/Framework/c_api_util.cs
+++ b/src/TensorFlowNET.Core/Framework/c_api_util.cs
@@ -31,34 +31,40 @@ namespace Tensorflow
         static object locker = new object();
         public static void DownloadLibrary()
         {
-            string dll = $"{c_api.TensorFlowLibName}.dll";
-
-            string runtime = "win-x64";
+            string dll = c_api.TensorFlowLibName;
+            string directory = AppDomain.CurrentDomain.BaseDirectory;
+            string file = "";
+            string url = "";
 
             switch (Environment.OSVersion.Platform)
             {
                 case PlatformID.Win32NT:
-                    runtime = "win-x64";
+                    dll = $"{dll}.dll";
+                    file = Path.Combine(directory, "tensorflow.zip");
+                    break;
+                case PlatformID.Unix:
+                    dll = $"lib{dll}.so";
+                    file = Path.Combine(directory, "libtensorflow-cpu-linux-x86_64-1.14.0.tar.gz");
+                    url = "https://storage.googleapis.com/tensorflow/libtensorflow/libtensorflow-cpu-linux-x86_64-1.14.0.tar.gz";
                     break;
                 default:
                     throw new RuntimeError($"Unknown OS environment: {Environment.OSVersion.Platform}");
             }
 
-            if (isDllDownloaded || File.Exists(Path.Combine(AppDomain.CurrentDomain.BaseDirectory, dll)))
+            if (isDllDownloaded || File.Exists($"{directory}/{dll}"))
             {
                 isDllDownloaded = true;
                 return;
             }
             
-            string url = $"https://github.com/SciSharp/TensorFlow.NET/raw/master/tensorflowlib/runtimes/{runtime}/native/tensorflow.zip";
 
             lock (locker)
             {
-                if (!File.Exists("tensorflow.zip"))
+                if (!File.Exists(file))
                 {
                     var wc = new WebClient();
-                    Console.WriteLine($"Downloading Tensorflow library...");
-                    var download = Task.Run(() => wc.DownloadFile(url, Path.Combine(AppDomain.CurrentDomain.BaseDirectory, "tensorflow.zip")));
+                    Console.WriteLine($"Downloading Tensorflow library from {url}...");
+                    var download = Task.Run(() => wc.DownloadFile(url, file));
                     while (!download.IsCompleted)
                     {
                         Thread.Sleep(1000);
@@ -71,7 +77,19 @@ namespace Tensorflow
                 Console.WriteLine($"Extracting...");
                 var task = Task.Run(() =>
                 {
-                    ZipFile.ExtractToDirectory("tensorflow.zip", AppDomain.CurrentDomain.BaseDirectory);
+                    switch (Environment.OSVersion.Platform)
+                    {
+                        case PlatformID.Win32NT:
+                            ZipFile.ExtractToDirectory(file, directory);
+                            break;
+                        case PlatformID.Unix:
+                            Util.CmdHelper.Bash($"tar xvzf {file} ./lib/");
+                            Util.CmdHelper.Bash($"mv {directory}/lib/* {directory}");
+                            Util.CmdHelper.Bash($"rm -r {directory}/lib");
+                            break;
+                        default:
+                            throw new RuntimeError($"Unknown OS environment: {Environment.OSVersion.Platform}");
+                    }
                 });
 
                 while (!task.IsCompleted)
diff --git a/src/TensorFlowNET.Core/Util/CmdHelper.cs b/src/TensorFlowNET.Core/Util/CmdHelper.cs
new file mode 100644
index 00000000..d0178636
--- /dev/null
+++ b/src/TensorFlowNET.Core/Util/CmdHelper.cs
@@ -0,0 +1,26 @@
+using System;
+using System.Collections.Generic;
+using System.Diagnostics;
+using System.IO;
+using System.Text;
+using System.Threading;
+
+namespace Tensorflow.Util
+{
+    public static class CmdHelper
+    {
+        public static void Bash(string command)
+        {
+            Process proc = new System.Diagnostics.Process ();
+            proc.StartInfo.FileName = "/bin/bash";
+            proc.StartInfo.Arguments = "-c \" " + command + " \"";
+            proc.StartInfo.UseShellExecute = false; 
+            proc.StartInfo.RedirectStandardOutput = true;
+            proc.Start ();
+
+            while (!proc.StandardOutput.EndOfStream) {
+                Console.WriteLine (proc.StandardOutput.ReadLine ());
+            }
+        }
+    }
+}
diff --git a/tensorflowlib/runtimes/linux-x64/native/tensorflow.zip b/tensorflowlib/runtimes/linux-x64/native/tensorflow.zip
deleted file mode 100644
index f297f10e..00000000
Binary files a/tensorflowlib/runtimes/linux-x64/native/tensorflow.zip and /dev/null differ