diff --git a/mypy.ini b/mypy.ini
index 564fc468dfc6..a78a0b1e276a 100644
--- a/mypy.ini
+++ b/mypy.ini
@@ -393,6 +393,9 @@ ignore_errors = True
 [mypy-scipy.stats.tests.test_qmc]
 ignore_errors = True
 
+[mypy-scipy.stats.tests.test_sampling]
+ignore_errors = True
+
 #
 # Files referencing compiled code that needs stubs added.
 #
diff --git a/scipy/stats/unuran/__init__.py b/scipy/stats/unuran/__init__.py
index b8e54c178ae5..8d7e80ca08df 100644
--- a/scipy/stats/unuran/__init__.py
+++ b/scipy/stats/unuran/__init__.py
@@ -1 +1,4 @@
-from .unuran_wrapper import *
+from .unuran_wrapper import (
+    TransformedDensityRejection,
+    DiscreteAliasUrn
+)
diff --git a/scipy/stats/unuran/__init__.pyi b/scipy/stats/unuran/__init__.pyi
new file mode 100644
index 000000000000..0d3c76eff6dd
--- /dev/null
+++ b/scipy/stats/unuran/__init__.pyi
@@ -0,0 +1,4 @@
+from .unuran_wrapper import (
+    TransformedDensityRejection as TransformedDensityRejection,
+    DiscreteAliasUrn as DiscreteAliasUrn
+)