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Poisson Regression with xgboost

A simple poisson count data model is generated and then fit using an XGBoost regressor with custom loss function

obj_func = exp(T(x)) - y T(x)

where T(x) is the output of the boosted tree.

exp(T(x)) is the estimate of Poisson $\lambda$

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