diff --git a/setup.cfg b/setup.cfg
index 8f02f9a..9290f22 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,6 +1,6 @@
 [metadata]
 name = gpar
-version = 0.3.0
+version = 0.3.1
 author = Wessel Bruinsma
 author_email = wessel.p.bruinsma@gmail.com
 description = Implementation of the Gaussian Process Autoregressive Regression Model
diff --git a/setup.py b/setup.py
index e52a5fe..83f7a14 100755
--- a/setup.py
+++ b/setup.py
@@ -7,7 +7,7 @@
     "plum-dispatch>=1",
     "backends>=1",
     "backends-matrix>=1",
-    "stheno>=1",
+    "stheno>=1.1",
     "varz>=0.6",
 ]