          """
          batch = batch - self.average_img
          return batch
  
      def finalize_predictions(self, bounding_boxes_scales: T.List[np.ndarray]) -> np.ndarray:
          """ Process the output from the model to obtain faces
  
          Parameters
          ----------
          bounding_boxes_scales: list
 
</s> remove     def _compile_feed_faces(feed_faces: T.List[AlignedFace]) -> np.ndarray:
 </s> add     def _compile_feed_faces(feed_faces: list[AlignedFace]) -> np.ndarray: </s> remove                       batch: "AlignerBatch",
                      skip: Optional[Union[np.ndarray, List[int]]] = None) -> np.ndarray:
 </s> add                       batch: AlignerBatch,
                      skip: np.ndarray | list[int] | None = None) -> np.ndarray: </s> remove     def cache_metadata(self, filenames: List[str]) -> np.ndarray:
 </s> add     def cache_metadata(self, filenames: list[str]) -> np.ndarray: </s> remove     def __call__(self, faces: List["DetectedFace"], minimum_dimension: int
                 ) -> Tuple[List["DetectedFace"], List[Optional[str]]]:
 </s> add     def __call__(self, faces: list[DetectedFace], minimum_dimension: int
                 ) -> tuple[list[DetectedFace], list[str | None]]: </s> remove     def _get_ssim(self, y_true: tf.Tensor, y_pred: tf.Tensor) -> Tuple[tf.Tensor, tf.Tensor]:
 </s> add     def _get_ssim(self, y_true: tf.Tensor, y_pred: tf.Tensor) -> tuple[tf.Tensor, tf.Tensor]:
    def finalize_predictions(self, bounding_boxes_scales: list[np.ndarray]) -> np.ndarray:
          """
          batch = batch - self.average_img
          return batch
  
    def finalize_predictions(self, bounding_boxes_scales: list[np.ndarray]) -> np.ndarray:
          """ Process the output from the model to obtain faces
  
          Parameters
          ----------
          bounding_boxes_scales: list
keep keep keep keep replace keep keep keep keep keep
 Rebase code (#1326)

* Remove tensorflow_probability requirement

* setup.py - fix progress bars

* requirements.txt: Remove pre python 3.9 packages

* update apple requirements.txt

* update INSTALL.md

* Remove python<3.9 code

* setup.py - fix Windows Installer

* typing: python3.9 compliant

* Update pytest and readthedocs python versions

* typing fixes

* Python Version updates
  - Reduce max version to 3.10
  - Default to 3.10 in installers
  - Remove incompatible 3.11 tests

* Update dependencies

* Downgrade imageio dep for Windows

* typing: merge optional unions and fixes

* Updates
  - min python version 3.10
  - typing to python 3.10 spec
  - remove pre-tf2.10 code
  - Add conda tests

* train: re-enable optimizer saving

* Update dockerfiles

* Update setup.py
  - Apple Conda deps to setup.py
  - Better Cuda + dependency handling

* bugfix: Patch logging to prevent Autograph errors

* Update dockerfiles

* Setup.py - Setup.py - stdout to utf-8

* Add more OSes to github Actions

* suppress mac-os end to end test 
plugins/extract/detect/s3fd.py