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diff --git a/pkgs/development/python-modules/autograd/default.nix b/pkgs/development/python-modules/autograd/default.nix
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+{ stdenv, buildPythonPackage, fetchPypi, numpy, future, nose }:
+
+buildPythonPackage rec {
+  pname = "autograd";
+  version = "1.2";
+
+  src = fetchPypi {
+    inherit pname version;
+    sha256 = "0zd4lhz9dpll4i63jjijbzkzbgmg8h88il7lr7kmcylvadnzm2x0";
+  };
+
+  propagatedBuildInputs = [ numpy future ];
+
+  # Currently, the PyPI tarball doesn't contain the tests. When that has been
+  # fixed, enable testing. See: https://github.com/HIPS/autograd/issues/404
+  doCheck = false;
+
+  meta = with stdenv.lib; {
+    homepage = https://github.com/HIPS/autograd;
+    description = "Compute derivatives of NumPy code efficiently";
+    license = licenses.mit;
+    maintainers = with maintainers; [ jluttine ];
+  };
+}