Shap not compatible with numpy>=1.24.0

[vincentl-met]

Since 1.24.0 numpy removed np.bool which will lead to various errors using shap repository.
On my case I fixed numpy version to 1.23.0 to make it work.

[detrin]

I am not sure about the version change in numpy

Here are another problematic lines
https://github.com/slundberg/shap/blob/master/shap/utils/_general.py#L85
https://github.com/slundberg/shap/blob/master/shap/utils/_general.py#L137

THose could be changed to something like following https://github.com/slundberg/shap/blob/master/shap/utils/_general.py#L159

Alias np.float was deprecated in numpy 1.20.0.

[simonangerbauer]

Duplicate ticket #2837
PR that fixes this #1890

[StatMixedML]

The incompatibility issue with numpy is still present (I am using the git-version of your package)

AttributeError: module 'numpy' has no attribute 'int'.
`np.int` was a deprecated alias for the builtin `int`. To avoid this error in existing code, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.
The aliases was originally deprecated in NumPy 1.20; for more details and guidance see the original release note at:
    https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations

[AdJasper]

Replace np.bool by np.bool_ and np.int by np.int_ in all files in the shap package and it will work

[ricardobarroslourenco]

If the refactoring will take more time, at least it could be versioned a patch for shap with numpy < 1.24.0 as a dependency. This would provide a temporary fix, while the major refacing can be done.