          run_test(
              "Sort faces.",
              sort_args(
                  pathjoin(vid_base, "faces"), pathjoin(vid_base, "faces_sorted"),
                  sortby="face", method="rename"
              )
          )
  
          run_test(
              "Rename sorted faces.",
 
</s> remove                           ) -> Tuple[np.ndarray, np.ndarray, np.ndarray]:
 </s> add                           ) -> tuple[np.ndarray, np.ndarray, np.ndarray]: </s> remove                  rectangle_batch: T.List[np.ndarray],
                 ) -> T.List[np.ndarray]:
 </s> add                  rectangle_batch: list[np.ndarray],
                 ) -> list[np.ndarray]: </s> remove                          ) -> T.Dict[Literal["a", "b"], T.List[np.ndarray]]:
 </s> add                          ) -> dict[T.Literal["a", "b"], list[np.ndarray]]: </s> remove                  rectangle_batch: T.List[np.ndarray]
                 ) -> T.List[T.Tuple[np.ndarray, np.ndarray]]:
 </s> add                  rectangle_batch: list[np.ndarray]
                 ) -> list[tuple[np.ndarray, np.ndarray]]: </s> remove     def _build_decoders(
            self,
            inputs: T.Dict[str, T.Union[T.List[keras.models.Model], keras.models.Model]]
            ) -> T.Dict[str, keras.models.Model]:
 </s> add     def _build_decoders(self,
                        inputs: dict[str, list[keras.models.Model] | keras.models.Model]
                        ) -> dict[str, keras.models.Model]:
                sortby="face"
          run_test(
              "Sort faces.",
              sort_args(
                  pathjoin(vid_base, "faces"), pathjoin(vid_base, "faces_sorted"),
                sortby="face"
              )
          )
  
          run_test(
              "Rename sorted faces.",
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 
tests/simple_tests.py