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diff --git a/pkgs/development/python-modules/tbats/default.nix b/pkgs/development/python-modules/tbats/default.nix
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+{ lib
+, buildPythonPackage
+, fetchFromGitHub
+, setuptools
+, numpy
+, pmdarima
+, scikit-learn
+, scipy
+, pytestCheckHook
+}:
+
+buildPythonPackage rec {
+  pname = "tbats";
+  version = "1.1.3";
+  pyproject = true;
+
+  src = fetchFromGitHub {
+    owner = "intive-DataScience";
+    repo = "tbats";
+    rev = version;
+    hash = "sha256-f6QqDq/ffbnFBZRAT6KQRlqvZZSE+Pff2/o+htVabZI=";
+  };
+
+  nativeBuildInputs = [
+    setuptools
+  ];
+
+  propagatedBuildInputs = [
+    numpy
+    pmdarima
+    scikit-learn
+    scipy
+  ];
+
+  nativeCheckInputs = [ pytestCheckHook ];
+  pytestFlagsArray = [
+    # test_R folder is just for comparison of results with R lib
+    # we need only test folder
+    "test/"
+
+    # several tests has same name, so we use --deselect instead of disableTests
+
+    # Test execution is too long > 15 min
+    "--deselect=test/tbats/TBATS_test.py::TestTBATS::test_fit_predict_trigonometric_seasonal"
+  ];
+
+  pythonImportsCheck = [ "tbats" ];
+
+  meta = with lib; {
+    description = "BATS and TBATS forecasting methods";
+    homepage = "https://github.com/intive-DataScience/tbats";
+    changelog = "https://github.com/intive-DataScience/tbats/releases/tag/${src.rev}";
+    license = licenses.mit;
+    maintainers = with maintainers; [ mbalatsko ];
+  };
+}