diff --git a/pkgs/development/python-modules/torchdiffeq/default.nix b/pkgs/development/python-modules/torchdiffeq/default.nix
new file mode 100644
index 00000000000..8195d750c6f
--- /dev/null
+++ b/pkgs/development/python-modules/torchdiffeq/default.nix
@@ -0,0 +1,43 @@
+{ lib
+, buildPythonPackage
+, fetchPypi
+
+# dependencies
+, torch
+, scipy
+
+# tests
+, pytestCheckHook
+}:
+
+buildPythonPackage rec {
+  pname = "torchdiffeq";
+  version = "0.2.3";
+  format = "setuptools";
+
+  src = fetchPypi {
+    inherit pname version;
+    hash = "sha256-/nX0NLkJCsDCdwLgK+0hRysPhwNb5lgfUe3F1AE+oxo=";
+  };
+
+  propagatedBuildInputs = [
+    torch
+    scipy
+  ];
+
+  pythonImportsCheck = [ "torchdiffeq" ];
+
+  # no tests in sdist, no tags on git
+  doCheck = false;
+
+  nativeCheckInputs = [
+    pytestCheckHook
+  ];
+
+  meta = with lib; {
+    description = "Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation";
+    homepage = "https://github.com/rtqichen/torchdiffeq";
+    license = licenses.mit;
+    maintainers = teams.tts.members;
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index abd2c52e5ed..253818700ca 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -12149,6 +12149,8 @@ self: super: with self; {
 
   torchaudio-bin = callPackage ../development/python-modules/torchaudio/bin.nix { };
 
+  torchdiffeq = callPackage ../development/python-modules/torchdiffeq { };
+
   torchgpipe = callPackage ../development/python-modules/torchgpipe { };
 
   torchmetrics = callPackage ../development/python-modules/torchmetrics { };