diff --git a/sphinx/source/attribution.rst b/sphinx/source/attribution.rst
index 4dd39128ac..ace52dd9a8 100644
--- a/sphinx/source/attribution.rst
+++ b/sphinx/source/attribution.rst
@@ -17,3 +17,4 @@ Attribution
     shapley_value_sampling
     lime
     kernel_shap
+    lrp
diff --git a/sphinx/source/layer.rst b/sphinx/source/layer.rst
index 3576db88f8..e62852e817 100644
--- a/sphinx/source/layer.rst
+++ b/sphinx/source/layer.rst
@@ -61,3 +61,10 @@ Layer Feature Ablation
 
 .. autoclass:: captum.attr.LayerFeatureAblation
     :members:
+
+
+Layer LRP
+^^^^^^^^^^^^^^^^^^^^^^^^^
+
+.. autoclass:: captum.attr.layer_lrp
+    :members:
diff --git a/sphinx/source/lrp.rst b/sphinx/source/lrp.rst
new file mode 100644
index 0000000000..2e99643028
--- /dev/null
+++ b/sphinx/source/lrp.rst
@@ -0,0 +1,5 @@
+LRP
+====================
+
+.. autoclass:: captum.attr.lrp
+    :members: