Add shap plot functionality for tree learners #58
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Follow-up on #27
I have ported most of the functional change to shap's repo(please see this pull request).
In order not to make breaking changes to shap's codebase, there need to be a minimal wrapper from NGBoost side to choose which parameter to create the tree explainer for.
Please check out the notebook for testing examples.