  
  def nms(rectangles: np.ndarray,
          scores: np.ndarray,
          threshold: float,
          method: str = "iom") -> T.Tuple[np.ndarray, np.ndarray]:
      """ apply non-maximum suppression on ROIs in same scale(matrix version)
  
      Parameters
      ----------
      rectangles: :class:`np.ndarray`
 
</s> remove                            rectangles: np.ndarray) -> T.Tuple[np.ndarray, np.ndarray]:
 </s> add                            rectangles: np.ndarray) -> tuple[np.ndarray, np.ndarray]: </s> remove                            scale: float) -> T.Tuple[np.ndarray, np.ndarray]:
 </s> add                            scale: float) -> tuple[np.ndarray, np.ndarray]: </s> remove                  method: Literal["single", "centroid", "median", "ward"],
                 threshold: Optional[float] = None) -> None:
 </s> add                  method: T.Literal["single", "centroid", "median", "ward"],
                 threshold: float | None = None) -> None: </s> remove                           ) -> Tuple[np.ndarray, np.ndarray, np.ndarray]:
 </s> add                           ) -> tuple[np.ndarray, np.ndarray, np.ndarray]: </s> remove             centering: Literal["legacy", "face", "head"],
            predicted_mask: Optional[np.ndarray] = None) -> Tuple[np.ndarray, np.ndarray]:
 </s> add             centering: T.Literal["legacy", "face", "head"],
            predicted_mask: np.ndarray | None = None) -> tuple[np.ndarray, np.ndarray]:
        method: str = "iom") -> tuple[np.ndarray, np.ndarray]:
  
  def nms(rectangles: np.ndarray,
          scores: np.ndarray,
          threshold: float,
        method: str = "iom") -> tuple[np.ndarray, np.ndarray]:
      """ apply non-maximum suppression on ROIs in same scale(matrix version)
  
      Parameters
      ----------
      rectangles: :class:`np.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 
plugins/extract/detect/mtcnn.py