diff --git a/pkgs/development/python-modules/inference-gym/default.nix b/pkgs/development/python-modules/inference-gym/default.nix
new file mode 100644
index 000000000000..dd1a854b92c9
--- /dev/null
+++ b/pkgs/development/python-modules/inference-gym/default.nix
@@ -0,0 +1,31 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchPypi,
+}:
+
+buildPythonPackage rec {
+  pname = "inference-gym";
+  version = "0.0.4";
+  format = "wheel";
+
+  src = fetchPypi {
+    inherit format version;
+    pname = "inference_gym";
+    dist = "py3";
+    python = "py3";
+    hash = "sha256-bpi/IB8PuLPIKoTjmBeVl/4XGvE/yyG8WYxNqNcruvE=";
+  };
+
+  pythonImportsCheck = [ "inference_gym" ];
+
+  # The package does not ship any test.
+  doCheck = false;
+
+  meta = {
+    description = "Place to exercise inference methods to help make them faster, leaner and more robust";
+    homepage = "https://github.com/tensorflow/probability/tree/main/spinoffs/inference_gym";
+    license = lib.licenses.asl20;
+    maintainers = with lib.maintainers; [ GaetanLepage ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 2830dfafe4b7..6fde19518629 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -6071,6 +6071,8 @@ self: super: with self; {
 
   inequality = callPackage ../development/python-modules/inequality { };
 
+  inference-gym = callPackage ../development/python-modules/inference-gym { };
+
   infinity = callPackage ../development/python-modules/infinity { };
 
   inflect = callPackage ../development/python-modules/inflect { };