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Forestwithrootset

Yusuf Yigit Pilavci requested to merge forestwithrootset into master

Newton's method and IRLS are added. A more efficient way of getting "roots" is implemented. In "RandomForest" struct, the type of "roots" is switched to Int64 Array from Set.

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