python3Packages.category-encoders: init at 2.9.0

pkgs/development/python-modules/category-encoders/default.nix

@@ -0,0 +1,64 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+
+  # build-system
+  poetry-core,
+  setuptools,
+
+  # dependencies
+  importlib-resources,
+  numpy,
+  pandas,
+  patsy,
+  scikit-learn,
+  scipy,
+  statsmodels,
+
+  # test
+  pytestCheckHook,
+}:
+buildPythonPackage rec {
+  pname = "category-encoders";
+  version = "2.9.0";
+  pyproject = true;
+
+  src = fetchFromGitHub {
+    owner = "scikit-learn-contrib";
+    repo = "category_encoders";
+    tag = version;
+    hash = "sha256-OcQCEWxqH6b9adQk64fdnqFl5CGLb9Yyd7bSxSaGTvg=";
+  };
+
+  build-system = [
+    poetry-core
+    setuptools
+  ];
+
+  dependencies = [
+    importlib-resources
+    numpy
+    pandas
+    patsy
+    scikit-learn
+    scipy
+    statsmodels
+  ];
+
+  nativeCheckInputs = [
+    pytestCheckHook
+  ];
+
+  pythonImportsCheck = [
+    "category_encoders"
+  ];
+
+  meta = {
+    description = "Library for sklearn compatible categorical variable encoders";
+    homepage = "https://github.com/scikit-learn-contrib/category_encoders";
+    changelog = "https://github.com/scikit-learn-contrib/category_encoders/releases/tag/${src.tag}";
+    license = lib.licenses.bsd3;
+    maintainers = with lib.maintainers; [ daspk04 ];
+  };
+}

pkgs/top-level/python-packages.nix

@@ -2447,6 +2447,8 @@ self: super: with self; {
 
   categorical-distance = callPackage ../development/python-modules/categorical-distance { };
 
+  category-encoders = callPackage ../development/python-modules/category-encoders { };
+
   catkin-pkg = callPackage ../development/python-modules/catkin-pkg { };
 
   catppuccin = callPackage ../development/python-modules/catppuccin { };