diff --git a/torchvision/datasets/__init__.py b/torchvision/datasets/__init__.py
index 669d6e86ef4..4005b4a9072 100644
--- a/torchvision/datasets/__init__.py
+++ b/torchvision/datasets/__init__.py
@@ -72,6 +72,7 @@
     "QMNIST",
     "MNIST",
     "KMNIST",
+    "MovingMNIST",
     "StanfordCars",
     "STL10",
     "SUN397",