Merge pull request #117 from Microsoft/master

merge master

README.md

 <p align="center">
-<img src="./docs/img/nni_logo.png" alt="drawing" width="300"/>
+<img src="https://microsoft.github.io/nni/docs/img/nni_logo.png" width="300"/>
 </p>
 
 -----------
@@ -16,35 +16,37 @@ The tool dispatches and runs trial jobs generated by tuning algorithms to search
 
 ### **NNI [v0.5](https://github.com/Microsoft/nni/releases) has been released!**
 <p align="center">
-  <a href=#><img src="https://rawgit.com/QuanluZhang/nni/update-doc11/overview.svg" /></a>
+  <a href="#nni-v05-has-been-released"><img src="https://microsoft.github.io/nni/docs/img/overview.svg" /></a>
 </p>
 <table>
   <tbody>
-    <tr align="center">
+    <tr align="center" valign="bottom">
       <td>
-        <b>User Code + SDK( import nni )</b>
+        <b>Supported Frameworks</b>
         <img src="https://user-images.githubusercontent.com/44491713/51381727-e3d0f780-1b4f-11e9-96ab-d26b9198ba65.png"/>
       </td>
       <td>
-        <b>Tunning Algorithm Extensions</b>
+        <b>Tuning Algorithms</b>
         <img src="https://user-images.githubusercontent.com/44491713/51381727-e3d0f780-1b4f-11e9-96ab-d26b9198ba65.png"/>
       </td>
       <td>
-        <b>Training Service Extensions</b>
+        <b>Training Services</b>
         <img src="https://user-images.githubusercontent.com/44491713/51381727-e3d0f780-1b4f-11e9-96ab-d26b9198ba65.png"/>
       </td>
     </tr>
     <tr/>
     <tr valign="top">
       <td>
-      <ul>
-        <li>CNTK</li>
-        <li>Tensorflow</li>
-        <li>PyTorch</li>
-        <li>Keras</li>
-        <li>...</li>
+        <ul>
+          <li>PyTorch</li>
+          <li>TensorFlow</li>
+          <li>Keras</li>
+          <li>MXNet</li>
+          <li>Caffe2</li>
+          <li>CNTK (Python language)</li>
+          <li>Chainer</li>
+          <li>Theano</li>
         </ul>
-        (Python based frameworks)
       </td>
       <td>
         <a href="docs/HowToChooseTuner.md">Tuner</a>
@@ -130,6 +132,7 @@ The following example is an experiment built on TensorFlow. Make sure you have *
 ```
 
 * Wait for the message `INFO: Successfully started experiment!` in the command line. This message indicates that your experiment has been successfully started. You can explore the experiment using the `Web UI url`.
+
 ```
 INFO: Starting restful server...
 INFO: Successfully started Restful server!

_config.yml

-theme: jekyll-theme-dinky
\ No newline at end of file
+theme: jekyll-theme-cayman
\ No newline at end of file

azure-pipelines.yml

 trigger:
-- dev-it
 - master
 - dev-remote-ci
 

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