update IO link (#1326)

Author: WenjiaoYue

Makefile

@@ -23,6 +23,9 @@ html:
 	cp docs/imgs/workflow.png "$(BUILDDIR)/html/docs/imgs/workflow.png"	
 	cp docs/imgs/INC_GUI.gif "$(BUILDDIR)/html/docs/imgs/INC_GUI.gif"	
 	cp docs/imgs/release_data.png "$(BUILDDIR)/html/docs/imgs/release_data.png"	
+	cp "$(BUILDDIR)/html/README.html" "$(BUILDDIR)/html/README.html.tmp"
+	sed 's/.md/.html/g' "$(BUILDDIR)/html/README.html.tmp" > "$(BUILDDIR)/html/README.html"
+	rm -f "$(BUILDDIR)/html/README.html.tmp"
 
 
 # Catch-all target: route all unknown targets to Sphinx using the new

README.md

@@ -24,11 +24,11 @@ Intel® Neural Compressor is a critical AI software component in the [Intel® on
 
 ## Installation
 
-#### Prerequisites
+### Prerequisites
 
 Python version: 3.7, 3.8, 3.9, 3.10
 
-#### Install on Linux
+### Install on Linux
 - Release binary install 
   ```Shell
   # install stable basic version from pip
@@ -166,7 +166,7 @@ Intel® Neural Compressor validated 420+ [examples](./examples) for quantization
   <tbody>
     <tr>
       <td colspan="3" align="center"><a href="docs/design.md">Architecture</a></td>
-      <td colspan="2" align="center"><a href="./examples">Examples</a></td>
+      <td colspan="2" align="center"><a href="https://github.com/intel/neural-compressor/tree/master/examples">Examples</a></td>
       <td colspan="2" align="center"><a href="docs/bench.md">GUI</a></td>
       <td colspan="2" align="center"><a href="docs/api-introduction.md">APIs</a></td>
     </tr>

conf.py

@@ -63,7 +63,7 @@
 #
 # This is also used if you do content translation via gettext catalogs.
 # Usually you set "language" from the command line for these cases.
-language = None
+# language = None
 
 # List of patterns, relative to source directory, that match files and
 # directories to ignore when looking for source files.

neural_coder/docs/AutoQuant.md

@@ -16,7 +16,7 @@ This feature helps automatically enable quantization features on a PyTorch model
 
 ## Usage
 - PyPI distribution with a one-line API call
-- [JupyterLab extension](../extensions/README.md)
+- [JupyterLab extension](../extensions/neural_compressor_ext_lab/README.md)
 
 ## Example
 ### PyPI distribution: