diff --git a/pkgs/development/python-modules/scikit-learn/default.nix b/pkgs/development/python-modules/scikit-learn/default.nix
index 4849a5851db9..b48f5a5d8f72 100644
--- a/pkgs/development/python-modules/scikit-learn/default.nix
+++ b/pkgs/development/python-modules/scikit-learn/default.nix
@@ -25,22 +25,23 @@ buildPythonPackage rec {
   __structuredAttrs = true;
 
   pname = "scikit-learn";
-  version = "1.7.2";
+  version = "1.8.0";
   pyproject = true;
 
   src = fetchPypi {
     pname = "scikit_learn";
     inherit version;
-    hash = "sha256-IOnkns0TBZjxyjih2FCQ4aYAFHucAvpvFdactT2Wj9o=";
+    hash = "sha256-m8y7O0Dj3hA1H49QaOEF0PQIOxpl+ge2Y0+8QBpih/0=";
   };
 
   postPatch = ''
-    substituteInPlace pyproject.toml \
-      --replace-fail "Cython>=3.0.10,<3.2.0" "Cython>=3.0.10"
-
     substituteInPlace meson.build --replace-fail \
       "run_command('sklearn/_build_utils/version.py', check: true).stdout().strip()," \
       "'${version}',"
+    substituteInPlace pyproject.toml \
+      --replace-fail "meson-python>=0.17.1,<0.19.0" meson-python \
+      --replace-fail "numpy>=2,<2.4.0" numpy \
+      --replace-fail "scipy>=1.10.0,<1.17.0" scipy
   '';
 
   buildInputs = [