diff --git a/python/docs/librmm_docs/memory_resources.rst b/python/docs/librmm_docs/memory_resources.rst
index 017ec02ab..fb4764d8a 100644
--- a/python/docs/librmm_docs/memory_resources.rst
+++ b/python/docs/librmm_docs/memory_resources.rst
@@ -1,5 +1,17 @@
 Memory Resources
 ================
 
+.. doxygennamespace:: rmm::mr
+   :desc-only:
+
 .. doxygengroup:: memory_resources
+   :desc-only:
+
+.. doxygengroup:: device_memory_resources
+   :members:
+
+.. doxygengroup:: host_memory_resources
+   :members:
+
+.. doxygengroup:: device_resource_adaptors
    :members: