diff --git a/docs/_static/js/auto_module_index.js b/docs/_static/js/auto_module_index.js
index 7f4e185655d3..8df9a20ef8ec 100644
--- a/docs/_static/js/auto_module_index.js
+++ b/docs/_static/js/auto_module_index.js
@@ -10,15 +10,17 @@ function auto_index(module) {
     var html = "<ul>";
 
     for (var i = 0; i < targets.length; ++i) {
-      var id = $(targets[i]).attr('id');
-      // remove 'mxnet.' prefix to make menus shorter
-      var id_simple = id.replace(/^mxnet\./, '');
-      html += "<li><a class='reference internal' href='#";
-      html += id;
-      html += "'>" + id_simple + "</a></li>";
+	var id = $(targets[i]).attr('id');
+	if ( id ) {
+	    // remove 'mxnet.' prefix to make menus shorter
+	    var id_simple = id.replace(/^mxnet\./, '');
+	    html += "<li><a class='reference internal' href='#";
+	    html += id;
+	    html += "'>" + id_simple + "</a></li>";
+	}
     }
 
     html += "</ul>";
     li_node.append(html);
   });
-}
\ No newline at end of file
+}
diff --git a/docs/api/python/ndarray/ndarray.md b/docs/api/python/ndarray/ndarray.md
index 01a154405cf3..37965e913125 100644
--- a/docs/api/python/ndarray/ndarray.md
+++ b/docs/api/python/ndarray/ndarray.md
@@ -706,9 +706,14 @@ The `ndarray` package provides several classes:
     :members:
     :imported-members:
     :special-members:
-    :exclude-members: CachedOp, NDArray
+    :exclude-members: CachedOp, NDArray, save, load
+
+.. automodule:: mxnet.ndarray
+    :noindex:
+    :members: save, load
 
 .. automodule:: mxnet.random
+    :noindex:
     :members:
 
 ```
diff --git a/docs/api/python/ndarray/random.md b/docs/api/python/ndarray/random.md
index 4341a3ce2cd3..3ea611f5c8e4 100644
--- a/docs/api/python/ndarray/random.md
+++ b/docs/api/python/ndarray/random.md
@@ -51,6 +51,7 @@ In the rest of this document, we list routines provided by the `ndarray.random`
 
 .. automodule:: mxnet.random
     :members:
+    :noindex:
 
 ```