├── LightGBM_demo ├── .gitignore ├── README.md ├── binary_classification │ ├── README.md │ ├── binary.test │ ├── binary.test.weight │ ├── binary.train │ ├── binary.train.weight │ ├── predict.conf │ └── train.conf ├── lambdarank │ ├── README.md │ ├── predict.conf │ ├── rank.test │ ├── rank.test.query │ ├── rank.train │ ├── rank.train.query │ └── train.conf ├── multiclass_classification │ ├── README.md │ ├── multiclass.test │ ├── multiclass.train │ ├── predict.conf │ └── train.conf ├── parallel_learning │ ├── README.md │ ├── binary.test │ ├── binary.train │ ├── predict.conf │ └── train.conf ├── python-guide │ ├── README.md │ ├── advanced_example.py │ ├── model.json │ ├── model.pkl │ ├── plot_example.py │ ├── simple_example.py │ └── sklearn_example.py └── regression │ ├── README.md │ ├── predict.conf │ ├── regression.test │ ├── regression.test.init │ ├── regression.train │ ├── regression.train.init │ └── train.conf ├── Linux下使用MySQL.md ├── README.md ├── TensorFlow_Started.ipynb ├── XGBoost_demo ├── .gitignore ├── README.md ├── binary_classification │ ├── README.md │ ├── agaricus-lepiota.data │ ├── agaricus-lepiota.fmap │ ├── agaricus-lepiota.names │ ├── mapfeat.py │ ├── mknfold.py │ ├── mushroom.conf │ └── runexp.sh ├── data │ ├── README.md │ ├── agaricus.txt.test │ ├── agaricus.txt.train │ ├── featmap.txt │ └── gen_autoclaims.R ├── distributed-training │ ├── README.md │ ├── mushroom.aws.conf │ ├── plot_model.ipynb │ └── run_aws.sh ├── gpu_acceleration │ ├── README.md │ └── cover_type.py ├── guide-python │ ├── README.md │ ├── basic_walkthrough.py │ ├── boost_from_prediction.py │ ├── cross_validation.py │ ├── custom_objective.py │ ├── evals_result.py │ ├── external_memory.py │ ├── gamma_regression.py │ ├── generalized_linear_model.py │ ├── predict_first_ntree.py │ ├── predict_leaf_indices.py │ ├── runall.sh │ ├── sklearn_evals_result.py │ ├── sklearn_examples.py │ └── sklearn_parallel.py ├── kaggle-higgs │ ├── README.md │ ├── higgs-cv.py │ ├── higgs-numpy.py │ ├── higgs-pred.R │ ├── higgs-pred.py │ ├── higgs-train.R │ ├── run.sh │ ├── speedtest.R │ └── speedtest.py ├── kaggle-otto │ ├── README.MD │ ├── otto_train_pred.R │ └── understandingXGBoostModel.Rmd ├── multiclass_classification │ ├── README.md │ ├── runexp.sh │ └── train.py ├── rank │ ├── README.md │ ├── mq2008.conf │ ├── runexp.sh │ ├── trans_data.py │ └── wgetdata.sh ├── regression │ ├── README.md │ ├── machine.conf │ ├── machine.data │ ├── machine.names │ ├── mapfeat.py │ ├── mknfold.py │ └── runexp.sh └── yearpredMSD │ ├── README.md │ ├── csv2libsvm.py │ ├── runexp.sh │ └── yearpredMSD.conf ├── git学习.md ├── sklearn学习.md └── xgboost学习.md /LightGBM_demo/.gitignore: -------------------------------------------------------------------------------- 1 | *.txt 2 | -------------------------------------------------------------------------------- /LightGBM_demo/README.md: -------------------------------------------------------------------------------- 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