How do I install the shap module on Mac?

Question

I am trying to install the shap package and keep getting the following error

ModuleNotFoundError: No module named 'shap'

I have typed the following into my notebook as well as terminal

!conda install -c conda-forge shap
!conda install shap  --yes

Here are the lines of the that are erroring out

!pip install shap 
import shap
explainer = shap.TreeExplainer(model)
shap_values = explainer.shap_values(X)

I am currently on a Mac

Answer 1

This about a similar issue.It may help you.

Modules are installed using pip on OSX but not found when importing

If the above doesn't work, Try this:

1. uninstall and reinstall SHAP

2. Update Numpy to the latest version, then:

   pip install git+https://github.com/slundberg/shap.git  
   

if the above doesn't work, then maybe this:

To install shapely (https://pypi.org/project/Shapely/)? In python, you can install shapely by doing

 pip install shapely

For windows shapley can be installed by downloading .whl from http://www.lfd.uci.edu/~gohlke/pythonlibs/#shapely and do

pip install <name of whl file>

or if you are using anaconda you can use conda-forge to get shapely

conda config --add channels conda-forge
 conda install shapely