diff --git a/GPy/models/__init__.py b/GPy/models/__init__.py
index 3e788927..4eedf2b1 100644
--- a/GPy/models/__init__.py
+++ b/GPy/models/__init__.py
@@ -1,6 +1,14 @@
 # Copyright (c) 2012, GPy authors (see AUTHORS.txt).
 # Licensed under the BSD 3-clause license (see LICENSE.txt)
 
+"""
+This module does...
+
+.. automodule:: .src
+   :members:
+   :private-members:
+"""
+
 from .gp_regression import GPRegression
 from .gp_classification import GPClassification
 from .sparse_gp_regression import SparseGPRegression
diff --git a/doc/source/conf.py b/doc/source/conf.py
index 533417bb..079573b3 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -64,7 +64,7 @@ if on_rtd:
     print(out)
 
     #Lets regenerate our rst files from the source, -P adds private modules (i.e kern._src)
-    proc = subprocess.Popen("sphinx-apidoc -P -f -o . ../../GPy", stdout=subprocess.PIPE, shell=True)
+    proc = subprocess.Popen("sphinx-apidoc -M -P -f -o . ../../GPy", stdout=subprocess.PIPE, shell=True)
     (out, err) = proc.communicate()
     print("$ Apidoc:")
     print(out)