diff --git a/pkgs/development/python-modules/py_stringmatching/default.nix b/pkgs/development/python-modules/py_stringmatching/default.nix
index a6d4bc48e844..8c49de1e5287 100644
--- a/pkgs/development/python-modules/py_stringmatching/default.nix
+++ b/pkgs/development/python-modules/py_stringmatching/default.nix
@@ -1,27 +1,42 @@
 { lib
 , buildPythonPackage
-, numpy
-, six
-, nose
 , fetchPypi
+, nose
+, numpy
+, pythonOlder
+, six
 }:
 
 buildPythonPackage rec {
-  pname = "py_stringmatching";
-  version = "0.4.2";
+  pname = "py-stringmatching";
+  version = "0.4.3";
+  format = "setuptools";
+
+  disabled = pythonOlder "3.7";
 
   src = fetchPypi {
-    inherit pname version;
-    sha256 = "c87f62698fba1612a18f8f44bd57f0c4e70aac2d7ca6dfb6ed46dabd2194453c";
+    pname = "py_stringmatching";
+    inherit version;
+    sha256 = "sha256-khubsWOzEN80HDOCORMgT3sMqfajGfW0UUCDAL03je4=";
   };
 
-  nativeCheckInputs = [ nose ];
+  propagatedBuildInputs = [
+    numpy
+    six
+  ];
 
-  propagatedBuildInputs = [ numpy six ];
+  nativeCheckInputs = [
+    nose
+  ];
+
+  pythonImportsCheck = [
+    "py_stringmatching"
+  ];
 
   meta = with lib; {
-    description = "A Python string matching library including string tokenizers and string similarity measures";
-    homepage =  "https://sites.google.com/site/anhaidgroup/projects/magellan/py_stringmatching";
+    description = "Python string matching library including string tokenizers and string similarity measures";
+    homepage = "https://github.com/anhaidgroup/py_stringmatching";
+    changelog = "https://github.com/anhaidgroup/py_stringmatching/blob/v${version}/CHANGES.txt";
     license = licenses.bsd3;
     maintainers = with maintainers; [ ixxie ];
   };