diff --git a/docs/index.rst b/docs/index.rst
index 7e85c2d28f1f3d83e3c033b9a339065293ded64f..bb39e0638b30bafca43e93fc3ee79abeab563434 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -22,13 +22,15 @@ or if you downloaded this `repository <https://github.com/theHamsta/pystencils_a
 
    pip install -e .
 
+Then, you can access the submodule `pystencils.autodiff`.
+
+.. code-block:: python
+
+    import pystencils.autodiff
 
 Usage
 -----
 
-This tutorial assumes that you are already familiar with pystencils.
-If not here is a good point to `start <http://pycodegen.pages.walberla.net/pystencils/notebooks/01_tutorial_getting_started.html>`_.
-
 Create a :class:`pystencils.AssignmentCollection` with pystencils:
 
 .. testcode::