Missed some overloads

Author: Avasam

stubs/sklearn/preprocessing/_data.pyi

@@ -113,13 +113,9 @@ class StandardScaler(OneToOneFeatureMixin, TransformerMixin, BaseEstimator):
     @overload
     def transform(self, X: ArrayLike, copy: None | bool = None) -> ndarray: ...
     @overload
-    def transform(self, X: MatrixLike, copy: None | bool = None) -> ndarray | spmatrix: ...
-    @overload
     def inverse_transform(self, X: spmatrix, copy: None | bool = None) -> spmatrix: ...
     @overload
     def inverse_transform(self, X: ArrayLike, copy: None | bool = None) -> ndarray: ...
-    @overload
-    def inverse_transform(self, X: MatrixLike | ArrayLike, copy: None | bool = None) -> ndarray | spmatrix: ...
 
 class MaxAbsScaler(OneToOneFeatureMixin, TransformerMixin, BaseEstimator):
     n_samples_seen_: int = ...
@@ -242,8 +238,6 @@ class Normalizer(OneToOneFeatureMixin, TransformerMixin, BaseEstimator):
     def transform(self, X: spmatrix, copy: None | bool = None) -> spmatrix: ...
     @overload
     def transform(self, X: ArrayLike, copy: None | bool = None) -> ndarray: ...
-    @overload
-    def transform(self, X: MatrixLike | ArrayLike, copy: None | bool = None) -> ndarray | spmatrix: ...
 
 def binarize(X: MatrixLike | ArrayLike, *, threshold: Float = 0.0, copy: bool = True) -> ndarray | spmatrix: ...
 
@@ -259,8 +253,6 @@ class Binarizer(OneToOneFeatureMixin, TransformerMixin, BaseEstimator):
     def transform(self, X: spmatrix, copy: None | bool = None) -> spmatrix: ...
     @overload
     def transform(self, X: ArrayLike, copy: None | bool = None) -> ndarray: ...
-    @overload
-    def transform(self, X: MatrixLike | ArrayLike, copy: None | bool = None) -> ndarray | spmatrix: ...
 
 class KernelCenterer(ClassNamePrefixFeaturesOutMixin, TransformerMixin, BaseEstimator):
     feature_names_in_: ndarray = ...