DOC add note for **fit_params in fit_transform if not expected by fit (scikit-learn#31830)

StefanieSenger · web-flow · commit da90c58fc324 · 2025-07-29T12:09:19.000+02:00
diff --git a/sklearn/base.py b/sklearn/base.py
@@ -854,6 +854,7 @@ def fit_transform(self, X, y=None, **fit_params):
 
         **fit_params : dict
             Additional fit parameters.
+            Pass only if the estimator accepts additional params in its `fit` method.
 
         Returns
         -------
