  
          return bins
  
      @classmethod
      def _get_avg_score(cls, face: np.ndarray, references: List[np.ndarray]) -> float:
          """ Return the average CNN similarity score between a face and reference images
  
          Parameters
          ----------
          face: :class:`numpy.ndarray`
 
</s> remove     def _get_avg_score(cls, image: np.ndarray, references: List[np.ndarray]) -> float:
 </s> add     def _get_avg_score(cls, image: np.ndarray, references: list[np.ndarray]) -> float: </s> remove                           alignments: Optional["PNGHeaderAlignmentsDict"] = None) -> float:
 </s> add                           alignments: PNGHeaderAlignmentsDict | None = None) -> float: </s> remove     def _print_stats(self, face: "AlignedFace") -> None:
 </s> add     def _print_stats(self, face: AlignedFace) -> None: </s> remove     def binning(self) -> List[List[str]]:
 </s> add     def binning(self) -> list[list[str]]: </s> remove     def _annotate_face_box(self, face: "AlignedFace") -> None:
 </s> add     def _annotate_face_box(self, face: AlignedFace) -> None:
    def _get_avg_score(cls, face: np.ndarray, references: list[np.ndarray]) -> float:
  
          return bins
  
      @classmethod
    def _get_avg_score(cls, face: np.ndarray, references: list[np.ndarray]) -> float:
          """ Return the average CNN similarity score between a face and reference images
  
          Parameters
          ----------
          face: :class:`numpy.ndarray`
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 
tools/sort/sort_methods_aligned.py