diff --git a/docs/modules/deepxde.gradients.rst b/docs/modules/deepxde.gradients.rst
new file mode 100644
index 000000000..b28874daf
--- /dev/null
+++ b/docs/modules/deepxde.gradients.rst
@@ -0,0 +1,11 @@
+deepxde.gradients
+=================
+
+deepxde.gradients.gradients\_reverse module
+-------------------------------------------
+
+.. automodule:: deepxde.gradients.gradients_reverse
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
diff --git a/docs/modules/deepxde.rst b/docs/modules/deepxde.rst
index 535fa512d..d19346dbf 100644
--- a/docs/modules/deepxde.rst
+++ b/docs/modules/deepxde.rst
@@ -17,14 +17,6 @@ deepxde.config module
    :undoc-members:
    :show-inheritance:
 
-deepxde.gradients module
-------------------------
-
-.. automodule:: deepxde.gradients
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
 deepxde.losses module
 ---------------------