diff --git a/pkgs/development/python-modules/niaarm/default.nix b/pkgs/development/python-modules/niaarm/default.nix
new file mode 100644
index 000000000000..155fa2c78c0e
--- /dev/null
+++ b/pkgs/development/python-modules/niaarm/default.nix
@@ -0,0 +1,50 @@
+{ lib
+, buildPythonPackage
+, fetchFromGitHub
+, niapy
+, nltk
+, pandas
+, poetry-core
+, pytestCheckHook
+, pythonOlder
+}:
+
+buildPythonPackage rec {
+  pname = "NiaARM";
+  version = "0.2.0";
+  format = "pyproject";
+
+  disabled = pythonOlder "3.6";
+
+  src = fetchFromGitHub {
+    owner = "firefly-cpp";
+    repo = pname;
+    rev = version;
+    sha256 = "sha256-tO/9dDgPPL5fkFm/U9AhyydXW+dtem+Q3H2uKPAXzno=";
+  };
+
+  nativeBuildInputs = [
+    poetry-core
+  ];
+
+  propagatedBuildInputs = [
+    niapy
+    nltk
+    pandas
+  ];
+
+  checkInputs = [
+    pytestCheckHook
+  ];
+
+  pythonImportsCheck = [
+    "niaarm"
+  ];
+
+  meta = with lib; {
+    description = "A minimalistic framework for Numerical Association Rule Mining";
+    homepage = "https://github.com/firefly-cpp/NiaARM";
+    license = licenses.mit;
+    maintainers = with maintainers; [ firefly-cpp ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index d7e6e75901f2..573c9e3bc440 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -6105,6 +6105,8 @@ in {
     enablePython = true; # ... and its Python bindings
   })).python;
 
+  niaarm = callPackage ../development/python-modules/niaarm { };
+
   niapy = callPackage ../development/python-modules/niapy { };
 
   nibabel = callPackage ../development/python-modules/nibabel { };