diff --git a/pkgs/development/python-modules/scikit-fuzzy/default.nix b/pkgs/development/python-modules/scikit-fuzzy/default.nix
new file mode 100644
index 000000000000..7923565c3f4f
--- /dev/null
+++ b/pkgs/development/python-modules/scikit-fuzzy/default.nix
@@ -0,0 +1,34 @@
+{ lib
+, buildPythonPackage
+, isPy27
+, fetchFromGitHub
+, matplotlib
+, networkx
+, nose
+, numpy
+, scipy
+, pytestCheckHook
+}:
+
+buildPythonPackage rec {
+  pname = "scikit-fuzzy";
+  version = "unstable-2020-10-03";
+  disabled = isPy27;
+
+  src = fetchFromGitHub {
+    owner = pname;
+    repo = pname;
+    rev = "eecf303b701e3efacdc9b9066207ef605d4facaa";
+    sha256 = "18dl0017iqwc7446hqgabhibgjwdakhmycpis6zpvvkkv4ip5062";
+  };
+
+  propagatedBuildInputs = [ networkx numpy scipy ];
+  checkInputs = [ matplotlib nose pytestCheckHook ];
+
+  meta = with lib; {
+    homepage = "https://github.com/scikit-fuzzy/scikit-fuzzy";
+    description = "Fuzzy logic toolkit for scientific Python";
+    license = licenses.bsd3;
+    maintainers = [ maintainers.bcdarwin ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index c334f9ab1a3b..ecaa1d8892a2 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -6341,6 +6341,8 @@ in {
 
   scikit-fmm = callPackage ../development/python-modules/scikit-fmm { };
 
+  scikit-fuzzy = callPackage ../development/python-modules/scikit-fuzzy { };
+
   scikitimage = callPackage ../development/python-modules/scikit-image { };
 
   scikitlearn = let args = { inherit (pkgs) gfortran glibcLocales; };