diff --git a/pkgs/development/python-modules/stumpy/default.nix b/pkgs/development/python-modules/stumpy/default.nix
new file mode 100644
index 000000000000..967e365dde0c
--- /dev/null
+++ b/pkgs/development/python-modules/stumpy/default.nix
@@ -0,0 +1,55 @@
+{ lib
+, buildPythonPackage
+, fetchFromGitHub
+, numpy
+, scipy
+, numba
+, pandas
+, dask
+, distributed
+, coverage
+, flake8
+, black
+, pytest
+, codecov
+}:
+
+buildPythonPackage rec {
+  pname = "stumpy";
+  version = "1.0";
+
+  src = fetchFromGitHub {
+    owner = "TDAmeritrade";
+    repo = "stumpy";
+    rev = "115e477c1eec9291ab7c1fd8da30d67a70854f8e"; # no git version tag
+    sha256 = "0s2s3y855jjwdb7p55zx8lknplz58ghpw547yzmqisacr968b67w";
+  };
+
+  propagatedBuildInputs = [
+    numpy
+    scipy
+    numba
+  ];
+
+  checkInputs = [
+    pandas
+    dask
+    distributed
+    coverage
+    flake8
+    black
+    pytest
+    codecov
+  ];
+
+  checkPhase = ''
+    pytest
+  '';
+
+  meta = with lib; {
+    description = "A powerful and scalable library that can be used for a variety of time series data mining tasks";
+    homepage = https://github.com/TDAmeritrade/stumpy;
+    license = licenses.bsd3;
+    maintainers = [ maintainers.costrouc ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index dcefe43d0c9f..9b477c292ea1 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -1113,6 +1113,8 @@ in {
 
   statistics = callPackage ../development/python-modules/statistics { };
 
+  stumpy = callPackage ../development/python-modules/stumpy { };
+
   sumo = callPackage ../development/python-modules/sumo { };
 
   supervise_api = callPackage ../development/python-modules/supervise_api { };