fixing readme links

Author: Nathan Cassereau

README.md

@@ -206,7 +206,7 @@ This toolbox benefit a lot from open source research and we would like to thank
 
 ## Contributions and code of conduct
 
-Every contribution is welcome and should respect the [contribution guidelines](contributing.html). Each member of the project is expected to follow the [code of conduct](code_of_conduct.html).
+Every contribution is welcome and should respect the [contribution guidelines](.github/CONTRIBUTING.md). Each member of the project is expected to follow the [code of conduct](.github/CODE_OF_CONDUCT.md).
 
 ## Support
 
@@ -216,7 +216,7 @@ You can ask questions and join the development discussion:
 * On the POT [gitter channel](https://gitter.im/PythonOT/community)
 * On the POT [mailing list](https://mail.python.org/mm3/mailman3/lists/pot.python.org/)
 
-You can also post bug reports and feature requests in Github issues. Make sure to read our [guidelines](contributing.html) first.
+You can also post bug reports and feature requests in Github issues. Make sure to read our [guidelines](.github/CONTRIBUTING.md) first.
 
 ## References
 

docs/source/index.rst

@@ -20,8 +20,7 @@ Contents
    contributing
    Code of Conduct <code_of_conduct>
 
-.. mdinclude:: ../../README.md
-   :start-line: 2
+.. include:: readme.rst
 
 
 

docs/source/readme.rst

@@ -0,0 +1,26 @@
+.. mdinclude:: ../../README.md
+    :start-line: 2
+    :end-line: 206
+
+Contributions and code of conduct
+---------------------------------
+
+Every contribution is welcome and should respect the
+`contribution guidelines <contributing.html>`__.
+Each member of the project is expected to follow the
+`code of conduct <code_of_conduct.html>`__.
+
+Support
+-------
+
+You can ask questions and join the development discussion:
+
+- On the POT `slack channel <https://pot-toolbox.slack.com>`__
+- On the POT `gitter channel <https://gitter.im/PythonOT/community>`__
+- On the POT `mailing list <https://mail.python.org/mm3/mailman3/lists/pot.python.org/>`__
+
+You can also post bug reports and feature requests in Github issues.
+Make sure to read our `guidelines <contributing.html>`__ first.
+
+.. mdinclude:: ../../README.md
+    :start-line: 220