diff --git a/doc/sphinxext/numpydoc/numpydoc.py b/doc/sphinxext/numpydoc/numpydoc.py
index 710c3cc9842c4..f06915997c616 100755
--- a/doc/sphinxext/numpydoc/numpydoc.py
+++ b/doc/sphinxext/numpydoc/numpydoc.py
@@ -43,9 +43,10 @@ def mangle_docstrings(app, what, name, obj, options, lines,
               )
 
     # PANDAS HACK (to remove the list of methods/attributes for Categorical)
-    if what == "class" and (name.endswith(".Categorical") or
-                            name.endswith("CategoricalIndex") or
-                            name.endswith("IntervalIndex")):
+    no_autosummary = [".Categorical", "CategoricalIndex", "IntervalIndex",
+                      "RangeIndex", "Int64Index", "UInt64Index",
+                      "Float64Index"]
+    if what == "class" and any(name.endswith(n) for n in no_autosummary):
         cfg['class_members_list'] = False
 
     if what == 'module':