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xgboost/demo/guide-python/README.md
Jiaming Yuan 9c1103e06c
[Breaking] Set output margin to True for custom objective. (#5564)
* Set output margin to True for custom objective in Python and R.

* Add a demo for writing multi-class custom objective function.

* Run tests on selected demos.
2020-04-20 20:44:12 +08:00

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XGBoost Python Feature Walkthrough

  • Basic walkthrough of wrappers
  • Customize loss function, and evaluation metric
  • Re-implement RMSLE as customized metric and objective
  • Re-Implement multi:softmax objective as customized objective
  • Boosting from existing prediction
  • Predicting using first n trees
  • Generalized Linear Model
  • Cross validation
  • Predicting leaf indices
  • Sklearn Wrapper
  • Sklearn Parallel
  • Sklearn access evals result
  • Access evals result
  • External Memory
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