adds TreeExplainer with TreeSHAP-IQ #51
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This PR adds the
TreeExplainerwhich is a reimplementation of the original TreeSHAP-IQ code. The TreeSHAP-IQ paper can be found here.The TreeExplainer works at the moment only with sklearn decision trees. More tree models need to be implemented.