diff --git a/GPy/inference/__init__.py b/GPy/inference/__init__.py
index 4d94c619..283cb8dc 100644
--- a/GPy/inference/__init__.py
+++ b/GPy/inference/__init__.py
@@ -1,3 +1,11 @@
+"""
+Introduction
+^^^^^^^^^^^^
+
+
+
+"""
+
 from . import optimization
 from . import latent_function_inference
 from . import mcmc