          reference_groups: Dict[int, List[np.ndarray]] = {}
  
          # Bins array, where index is the group number and value is
          # an array containing the file paths to the images in that group.
          bins: List[List[str]] = []
  
          # Comparison threshold used to decide how similar
          # faces have to be to be grouped together.
          # It is multiplied by 1000 here to allow the cli option to use smaller
          # numbers.
 
</s> remove         bins: List[List[str]] = []
 </s> add         bins: list[list[str]] = [] </s> remove         reference_groups: Dict[int, List[np.ndarray]] = {}
 </s> add         reference_groups: dict[int, list[np.ndarray]] = {} </s> remove         reference_groups: Dict[int, List[np.ndarray]] = {}
 </s> add         reference_groups: dict[int, list[np.ndarray]] = {} </s> remove     def _parallel_scaling(self) -> Dict[int, float]:
 </s> add     def _parallel_scaling(self) -> dict[int, float]: </s> remove         get_model_instance._write_zipfile = cast(MagicMock, mocker.MagicMock())  # type:ignore
 </s> add         get_model_instance._write_zipfile = T.cast(MagicMock, mocker.MagicMock())  # type:ignore
        bins: list[list[str]] = []
          reference_groups: Dict[int, List[np.ndarray]] = {}
  
          # Bins array, where index is the group number and value is
          # an array containing the file paths to the images in that group.
        bins: list[list[str]] = []
  
          # Comparison threshold used to decide how similar
          # faces have to be to be grouped together.
          # It is multiplied by 1000 here to allow the cli option to use smaller
          # numbers.
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