          roi = aligned_face.original_roi
          size = ((roi[1][0] - roi[0][0]) ** 2 + (roi[1][1] - roi[0][1]) ** 2) ** 0.5
          return size
  
      def binning(self) -> List[List[str]]:
          """ Create bins to split linearly from the lowest to the highest sample value
  
          Allocate item to bin when it is in range of one of the pre-allocated bins
  
          Returns
 
</s> remove     def binning(self) -> List[List[str]]:
 </s> add     def binning(self) -> list[list[str]]: </s> remove     def binning(self) -> List[List[str]]:
 </s> add     def binning(self) -> list[list[str]]: </s> remove     def binning(self) -> List[List[str]]:
 </s> add     def binning(self) -> list[list[str]]: </s> remove     def _generate_weights(cls, channel: Dict[str, float], domain: np.ndarray) -> tf.Tensor:
 </s> add     def _generate_weights(cls, channel: dict[str, float], domain: np.ndarray) -> tf.Tensor: </s> remove     def binning(self) -> List[List[str]]:
 </s> add     def binning(self) -> list[list[str]]:
    def binning(self) -> list[list[str]]:
          roi = aligned_face.original_roi
          size = ((roi[1][0] - roi[0][0]) ** 2 + (roi[1][1] - roi[0][1]) ** 2) ** 0.5
          return size
  
    def binning(self) -> list[list[str]]:
          """ Create bins to split linearly from the lowest to the highest sample value
  
          Allocate item to bin when it is in range of one of the pre-allocated bins
  
          Returns
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