diff --git a/sphinx/source/binary_concrete_stg.rst b/sphinx/source/binary_concrete_stg.rst
new file mode 100644
index 0000000000..0889f6f839
--- /dev/null
+++ b/sphinx/source/binary_concrete_stg.rst
@@ -0,0 +1,5 @@
+BinaryConcreteStochasticGates
+====================================
+
+.. autoclass:: captum.module.BinaryConcreteStochasticGates
+    :members:
diff --git a/sphinx/source/gaussian_stg.rst b/sphinx/source/gaussian_stg.rst
new file mode 100644
index 0000000000..22e7df6a82
--- /dev/null
+++ b/sphinx/source/gaussian_stg.rst
@@ -0,0 +1,5 @@
+GaussianStochasticGates
+====================================
+
+.. autoclass:: captum.module.GaussianStochasticGates
+    :members:
diff --git a/sphinx/source/index.rst b/sphinx/source/index.rst
index c54d99c28c..1d04a2ad4c 100644
--- a/sphinx/source/index.rst
+++ b/sphinx/source/index.rst
@@ -19,6 +19,7 @@ Captum API Reference
    robust
    concept
    influence
+   module
    utilities
    base_classes
 
diff --git a/sphinx/source/module.rst b/sphinx/source/module.rst
new file mode 100644
index 0000000000..11327384bd
--- /dev/null
+++ b/sphinx/source/module.rst
@@ -0,0 +1,6 @@
+Module
+====================
+.. toctree::
+
+    binary_concrete_stg
+    gaussian_stg