diff --git a/tests/test_dsm.py b/tests/test_dsm.py
new file mode 100644
index 0000000..b684946
--- /dev/null
+++ b/tests/test_dsm.py
@@ -0,0 +1,26 @@
+import unittest
+
+from dsm import DeepSurvivalMachines
+from dsm import datasets
+
+import numpy as np
+
+class TestDSM(unittest.TestCase):
+
+  def test_dsm(self):
+
+    x, t, e = datasets.load_dataset('SUPPORT')
+
+    self.assertIsInstance(x, np.ndarray)
+    self.assertIsInstance(t, np.ndarray)
+    self.assertIsInstance(e, np.ndarray)
+
+    self.assertEqual(x.shape, (9105, 44))
+    self.assertEqual(t.shape, (9105,))
+    self.assertEqual(e.shape, (9105,))
+
+    model = DeepSurvivalMachines()
+    self.assertIsInstance(model, dsm.dsm_api.DeepSurvivalMachines)
+    model.fit(x, t, e, iters=10)
+    self.assertIsInstance(model.torch_model,
+                          dsm.dsm_torch.DeepSurvivalMachinesTorch)