diff --git a/pkgs/development/python-modules/ufal-chu-liu-edmonds/default.nix b/pkgs/development/python-modules/ufal-chu-liu-edmonds/default.nix
new file mode 100644
index 000000000000..7eca9f144b1d
--- /dev/null
+++ b/pkgs/development/python-modules/ufal-chu-liu-edmonds/default.nix
@@ -0,0 +1,39 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchPypi,
+  setuptools,
+  numpy,
+}:
+
+buildPythonPackage rec {
+  pname = "ufal-chu-liu-edmonds";
+  version = "1.0.3";
+  pyproject = true;
+
+  src = fetchPypi {
+    pname = "ufal.chu_liu_edmonds";
+    inherit version;
+    hash = "sha256-v3tv6cYWoFPPgaO6KXR2uUk3MsZ458Tz5wKeFW8fzNE=";
+  };
+
+  build-system = [ setuptools ];
+
+  nativeCheckInputs = [ numpy ];
+
+  checkPhase = ''
+    runHook preCheck
+    cd tests
+    python test.py
+    runHook postCheck
+  '';
+
+  pythonImportsCheck = [ "ufal.chu_liu_edmonds" ];
+
+  meta = with lib; {
+    description = "Bindings to Chu-Liu-Edmonds algorithm from TurboParser";
+    homepage = "https://github.com/ufal/chu_liu_edmonds";
+    license = licenses.gpl3Only;
+    maintainers = with maintainers; [ vizid ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index f0698bc21a22..49ecb9b9e370 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -16990,6 +16990,8 @@ self: super: with self; {
     inherit (pkgs.xorg) libX11 libXext;
   };
 
+  ufal-chu-liu-edmonds = callPackage ../development/python-modules/ufal-chu-liu-edmonds { };
+
   ufmt = callPackage ../development/python-modules/ufmt { };
 
   ufo2ft = callPackage ../development/python-modules/ufo2ft { };