diff --git a/EMBEDR/tsne.py b/EMBEDR/tsne.py
index b48c43e..a81c1a6 100644
--- a/EMBEDR/tsne.py
+++ b/EMBEDR/tsne.py
@@ -24,7 +24,10 @@
 
 ###############################################################################
 """
-from collections import Iterable
+try:
+    from collections import Iterable
+except ImportError as err:
+    from collections.abc import Iterable
 
 import EMBEDR.affinity as aff
 import EMBEDR.callbacks as cb