How to save a shap.DeepExplainer (SwigPyObject) to a file?

Asked Aug 10 '20 at 16:52

Active Aug 10 '20 at 16:52

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I tried to save my shap explainer of type DeepExplainer using pickle.dump, but I get the error: can't pickle SwigPyObject objects. My code:

my_shap_explainer = DeepExplainer(my_model, background)
pickle.dump(my_shap_explainer, my_file)

TypeError: can't pickle SwigPyObject objects

What is the best way to store this class to a file?

asked Aug 10 '20 at 16:52

Miguel de Matos

0 Answers0