- 单调性约束：
https://github.com/dmlc/xgboost/issues/4129
https://towardsdatascience.com/how-does-the-popular-xgboost-and-lightgbm-algorithms-enforce-monotonic-constraint-cf8fce797acb
https://stackoverrun.com/cn/q/11845990
https://github.com/madrury/xgboost-monotonic-testing/blob/master/xgboost-monotonic-testing.ipynb
https://github.com/dmlc/xgboost/issues/1514#issuecomment-307567705).
https://github.com/XiaoxiaoWang87/xgboost_mono_test/blob/master/xgb_monotonicity_constraint_testing1-univariate.ipynb
https://xiaoxiaowang87.github.io/monotonicity_constraint/
https://github.com/XiaoxiaoWang87/xgboost_mono_test/blob/master/xgboost_monotonicity_tutorial.ipynb
https://blog.datadive.net/monotonicity-constraints-in-machine-learning/
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