diff --git a/VERSION b/VERSION
index 9cec7165a..23887f6eb 100644
--- a/VERSION
+++ b/VERSION
@@ -1 +1 @@
-3.1.6
+3.1.7
diff --git a/doc/source/changes.rst b/doc/source/changes.rst
index d1fd30252..124db30fc 100644
--- a/doc/source/changes.rst
+++ b/doc/source/changes.rst
@@ -2,6 +2,12 @@
 Changelog
 =========
 
+
+3.1.7
+=====
+
+* Fix tutorial examples, which disappeared in 3.1.6 due to a missed path change.
+
 3.1.6
 =====