diff --git a/python/cuml/cuml/manifold/t_sne.pyx b/python/cuml/cuml/manifold/t_sne.pyx
index 01ea7c0957..0d047c59d0 100644
--- a/python/cuml/cuml/manifold/t_sne.pyx
+++ b/python/cuml/cuml/manifold/t_sne.pyx
@@ -727,4 +727,4 @@ class TSNE(UniversalBase,
     def get_attr_names(self):
         return ["embedding", "kl_divergence_",
                 "n_features_in_", "learning_rate_",
-                "n_iter_"]
+                "n_iter_", "embedding_"]