[ENH] Add the sklearn backend #36
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This PR adds the scikit-learn backend to support functionality like feature_importance, shap (#12). It is up to the users to decide which backend they want to use:
custom: Use the internal implementation of forest for high time and memory efficiencysklearn: Use the scikit-learn version of forest for additional functionality