diff --git a/pkgs/development/python-modules/quantile-forest/default.nix b/pkgs/development/python-modules/quantile-forest/default.nix
new file mode 100644
index 000000000000..3b6bd12cd4c8
--- /dev/null
+++ b/pkgs/development/python-modules/quantile-forest/default.nix
@@ -0,0 +1,62 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+  python,
+  pythonOlder,
+
+  setuptools,
+  wheel,
+  cython,
+
+  numpy,
+  scipy,
+  scikit-learn,
+}:
+
+buildPythonPackage rec {
+  pname = "quantile-forest";
+  version = "1.3.4";
+  pyproject = true;
+
+  disabled = pythonOlder "3.8";
+
+  src = fetchFromGitHub {
+    owner = "zillow";
+    repo = "quantile-forest";
+    rev = "refs/tags/v${version}";
+    hash = "sha256-hzLJq0y+qjc48PfHW3i73x9safGOy0V1HEQ5WR8IXpI=";
+  };
+
+  build-system = [
+    setuptools
+    cython
+    wheel
+    numpy
+    scipy
+    scikit-learn
+  ];
+
+  dependencies = [
+    numpy
+    scipy
+    scikit-learn
+  ];
+
+  postInstall = ''
+    rm -rf $out/${python.sitePackages}/examples
+  '';
+
+  # need network connection
+  doCheck = false;
+
+  pythonImportsCheck = [ "quantile_forest" ];
+
+  meta = with lib; {
+    description = "Quantile Regression Forests compatible with scikit-learn";
+    homepage = "https://github.com/zillow/quantile-forest";
+    changelog = "https://github.com/zillow/quantile-forest/releases/tag/v${version}";
+    license = licenses.asl20;
+    maintainers = with maintainers; [ vizid ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 21d881d64262..8c81a1a13d82 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -12865,6 +12865,8 @@ self: super: with self; {
 
   quandl = callPackage ../development/python-modules/quandl { };
 
+  quantile-forest = callPackage ../development/python-modules/quantile-forest { };
+
   quantities = callPackage ../development/python-modules/quantities { };
 
   quantiphy = callPackage ../development/python-modules/quantiphy { };