diff --git a/pkgs/development/python-modules/augmax/default.nix b/pkgs/development/python-modules/augmax/default.nix
index 48eb38cad3d2..2ab159cfc6f8 100644
--- a/pkgs/development/python-modules/augmax/default.nix
+++ b/pkgs/development/python-modules/augmax/default.nix
@@ -4,21 +4,28 @@
 , jax
 , jaxlib
 , lib
+, pythonOlder
+, setuptools
 }:
 
 buildPythonPackage rec {
   pname = "augmax";
-  version = "unstable-2022-02-19";
-  format = "setuptools";
+  version = "0.3.1";
+  pyproject = true;
+
+  disbaled = pythonOlder "3.6";
 
   src = fetchFromGitHub {
     owner = "khdlr";
-    repo = pname;
-    # augmax does not have releases tagged. See https://github.com/khdlr/augmax/issues/5.
-    rev = "3e5d85d6921a1e519987d33f226bc13f61e04d04";
-    sha256 = "046n43v7161w7najzlbi0443q60436xv24nh1mv23yw6psqqhx5i";
+    repo = "augmax";
+    rev = "refs/tags/v${version}";
+    hash = "sha256-hDNNoE7KVaH3jrXZA4A8f0UoQJPl6KHA3XwMc3Ccohk=";
   };
 
+  nativeBuildInputs = [
+    setuptools
+  ];
+
   propagatedBuildInputs = [ einops jax ];
 
   # augmax does not have any tests at the time of writing (2022-02-19), but
@@ -30,6 +37,7 @@ buildPythonPackage rec {
   meta = with lib; {
     description = "Efficiently Composable Data Augmentation on the GPU with Jax";
     homepage = "https://github.com/khdlr/augmax";
+    changelog = "https://github.com/khdlr/augmax/blob/${src.rev}/CHANGELOG.md";
     license = licenses.asl20;
     maintainers = with maintainers; [ samuela ];
   };