diff --git a/pkgs/development/python-modules/graspy/default.nix b/pkgs/development/python-modules/graspy/default.nix
new file mode 100644
index 000000000000..2a7fab12fa21
--- /dev/null
+++ b/pkgs/development/python-modules/graspy/default.nix
@@ -0,0 +1,52 @@
+{ lib
+, buildPythonPackage
+, isPy27
+, fetchFromGitHub
+, pytest
+, pytestcov
+, matplotlib
+, networkx
+, numpy
+, scikitlearn
+, scipy
+, seaborn
+}:
+
+buildPythonPackage rec {
+  pname = "graspy";
+  version = "0.2";
+
+  disabled = isPy27;
+
+  src = fetchFromGitHub {
+    owner = "neurodata";
+    repo = pname;
+    rev = "v${version}";
+    sha256 = "1ss7d71lwblimg7ri88ir9w59j0ri13wl75091hjf7q0mchqr6yd";
+  };
+
+  propagatedBuildInputs = [
+    matplotlib
+    networkx
+    numpy
+    scikitlearn
+    scipy
+    seaborn
+  ];
+
+  checkInputs = [ pytest pytestcov ];
+
+  checkPhase = ''
+    runHook preCheck
+    # `test_autogmm` takes too long; fixed in next release (graspy/pull/328)
+    pytest tests -k 'not test_autogmm'
+    runHook postCheck
+  '';
+
+  meta = with lib; {
+    homepage = "https://graspy.neurodata.io";
+    description = "A package for graph statistical algorithms";
+    license = licenses.asl20;
+    maintainers = with maintainers; [ bcdarwin ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 74c35edad8f6..6ab2ada43a78 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -6490,6 +6490,8 @@ in {
 
   graph_nets = callPackage ../development/python-modules/graph_nets { };
 
+  graspy = callPackage ../development/python-modules/graspy { };
+
   influxgraph = callPackage ../development/python-modules/influxgraph { };
 
   pyspotify = callPackage ../development/python-modules/pyspotify { };