diff --git a/appveyor.yml b/appveyor.yml
index 958646a08..b09911694 100644
--- a/appveyor.yml
+++ b/appveyor.yml
@@ -15,8 +15,12 @@ environment:
   matrix:
 
       - PYTHON_VERSION: "2.7"
-        ASTROPY_VERSION: "1.0"
-        NUMPY_VERSION: "1.9.1"
+        ASTROPY_VERSION: "stable"
+        NUMPY_VERSION: "stable"
+      - PYTHON_VERSION: "3.5"
+        ASTROPY_VERSION: "stable"
+        NUMPY_VERSION: "stable"
+
 
 platform:
     -x64