  _CONDA_MAPPING: Dict[str, Tuple[str, str]] = {
      # "opencv-python": ("opencv", "conda-forge"),  # Periodic issues with conda-forge opencv
      "fastcluster": ("fastcluster", "conda-forge"),
      "imageio-ffmpeg": ("imageio-ffmpeg", "conda-forge"),
      "scikit-learn": ("scikit-learn", "conda-forge"),  # Exists in Default but is dependency hell
      "tensorflow-deps": ("tensorflow-deps", "apple"),
      "libblas": ("libblas", "conda-forge")}
  
  # Packages that should be installed first to prevent version conflicts
  _PRIORITY = ["numpy"]
 
</s> remove _CONDA_MAPPING: Dict[str, Tuple[str, str]] = {
    # "opencv-python": ("opencv", "conda-forge"),  # Periodic issues with conda-forge opencv
 </s> add _CONDA_MAPPING: dict[str, tuple[str, str]] = { </s> remove # Packages that should be installed first to prevent version conflicts
_PRIORITY = ["numpy"]
 </s> add # Force output to utf-8
sys.stdout.reconfigure(encoding="utf-8", errors="replace")  # type:ignore[attr-defined] </s> remove # Packages that are explicitly required for setup.py
_INSTALLER_REQUIREMENTS: List[Tuple[str, str]] = [("pexpect>=4.8.0", "!Windows"),
                                                  ("pywinpty==2.0.2", "Windows")]
 </s> add 
    "nvidia-ml-py": ("nvidia-ml-py", "conda-forge"),
  _CONDA_MAPPING: Dict[str, Tuple[str, str]] = {
      # "opencv-python": ("opencv", "conda-forge"),  # Periodic issues with conda-forge opencv
      "fastcluster": ("fastcluster", "conda-forge"),
      "imageio-ffmpeg": ("imageio-ffmpeg", "conda-forge"),
    "nvidia-ml-py": ("nvidia-ml-py", "conda-forge"),
      "tensorflow-deps": ("tensorflow-deps", "apple"),
      "libblas": ("libblas", "conda-forge")}
  
  # Packages that should be installed first to prevent version conflicts
  _PRIORITY = ["numpy"]
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 
setup.py