diff --git a/pkgs/development/python-modules/smdebug-rulesconfig/default.nix b/pkgs/development/python-modules/smdebug-rulesconfig/default.nix
new file mode 100644
index 000000000000..864a395cc88c
--- /dev/null
+++ b/pkgs/development/python-modules/smdebug-rulesconfig/default.nix
@@ -0,0 +1,23 @@
+{ lib, buildPythonPackage, fetchPypi }:
+
+buildPythonPackage rec {
+  pname = "smdebug-rulesconfig";
+  version = "1.0.1";
+
+  src = fetchPypi {
+    inherit version;
+    pname = "smdebug_rulesconfig";
+    sha256 = "1mpwjfvpmryqqwlbyf500584jclgm3vnxa740yyfzkvb5vmyc6bs";
+  };
+
+  doCheck = false;
+
+  pythonImportsCheck = [ "smdebug_rulesconfig" ];
+
+  meta = with lib; {
+    description = "These builtin rules are available in Amazon SageMaker";
+    homepage = "https://github.com/awslabs/sagemaker-debugger-rulesconfig";
+    license = licenses.asl20;
+    maintainers = with maintainers; [ nequissimus ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index fc1969aa8dcd..6b6861db3b0c 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -7332,6 +7332,8 @@ in {
 
   smbus-cffi = callPackage ../development/python-modules/smbus-cffi { };
 
+  smdebug-rulesconfig = callPackage ../development/python-modules/smdebug-rulesconfig { };
+
   smmap2 = throw "smmap2 has been deprecated, use smmap instead."; # added 2020-03-14
 
   smmap = callPackage ../development/python-modules/smmap { };