Support Python 3.11 - Githubissues

Thanks for the great library!

We want to upgrade our workflow to Python 3.11, but it looks like this library doesn't support it. I was able to install it with pip install --ignore-requires-python powershap==0.0.9 but get the following error when trying to import powershap:

PowerShap import error

``` >>> from powershap import PowerShap /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/utils/_clustering.py:34: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @jit /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/utils/_clustering.py:53: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @jit /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/utils/_clustering.py:62: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @jit /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/utils/_clustering.py:68: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @jit /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/utils/_clustering.py:76: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @jit /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/links.py:4: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @numba.jit /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/links.py:9: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @numba.jit /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/links.py:14: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @numba.jit /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/links.py:19: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @numba.jit /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/utils/_masked_model.py:361: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @jit # we can't use this when using a custom link function... /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/utils/_masked_model.py:383: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @jit /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/maskers/_tabular.py:184: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @jit /Users/alex/miniforge3/envs/datachat_py3.11_arm64/lib/python3.11/site-packages/shap/maskers/_tabular.py:195: NumbaDeprecationWarning: The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. @jit The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. The 'nopython' keyword argument was not supplied to the 'numba.jit' decorator. The implicit default value for this argument is currently False, but it will be changed to True in Numba 0.59.0. See https://numba.readthedocs.io/en/stable/reference/deprecation.html#deprecation-of-object-mode-fall-back-behaviour-when-using-jit for details. IPython could not be loaded! ```

Side note, you may want to change the file naming scheme in PyPI to reflect this. The name of the newest release powershap-0.0.9-py3-none-any.whl is misleading if this can't be installed on any Python 3 distribution.

For ref, here are my environment details:

Python 3.11.3
macOS Ventura 13.2.1 (I also tested on the Linux Docker image python:3.11-slim and got the same error)
Apple M1 chip

predict-idlab / powershap

Support Python 3.11 #36