diff --git a/pkgs/development/python-modules/dask-glm/default.nix b/pkgs/development/python-modules/dask-glm/default.nix
new file mode 100644
index 000000000000..13af6d9da8a3
--- /dev/null
+++ b/pkgs/development/python-modules/dask-glm/default.nix
@@ -0,0 +1,35 @@
+{ stdenv
+, buildPythonPackage
+, fetchPypi
+, cloudpickle
+, dask
+, numpy, toolz # dask[array]
+, multipledispatch
+, scipy
+, scikitlearn
+, pytest
+}:
+
+buildPythonPackage rec {
+  version = "0.1.0";
+  pname = "dask-glm";
+
+  src = fetchPypi {
+    inherit pname version;
+    sha256 = "5a38d17538558fe6a3457cd67eed0a90a5dff51a9eaebb496efb68fc432ed89a";
+  };
+
+  checkInputs = [ pytest ];
+  propagatedBuildInputs = [ cloudpickle dask numpy toolz multipledispatch scipy scikitlearn ];
+
+  checkPhase = ''
+    py.test dask_glm
+  '';
+
+  meta = with stdenv.lib; {
+    homepage = http://github.com/dask/dask-glm/;
+    description = "Generalized Linear Models with Dask";
+    license = licenses.bsd3;
+    maintainers = [ maintainers.costrouc ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index bedfe6d4a78c..4bf3114800ad 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -1984,6 +1984,8 @@ in {
 
   dask = callPackage ../development/python-modules/dask { };
 
+  dask-glm = callPackage ../development/python-modules/dask-glm { };
+
   dask-ml = callPackage ../development/python-modules/dask-ml { };
 
   datrie = callPackage ../development/python-modules/datrie { };