├── 20180520 ├── CatBoostBaseline │ ├── CatBoostBaseline.py │ ├── __init__.py │ └── sample_submission.csv ├── StackingBaseline │ ├── StackingBaseline.py │ ├── __init__.py │ ├── sample_submission.csv │ └── sample_submission2.csv ├── XgBoostBaseline │ ├── XgBoostBaseline.py │ ├── __init__.py │ └── sample_submission.csv ├── __init__.py └── catboost_info │ ├── catboost_training.json │ ├── learn │ └── events.out.tfevents │ ├── learn_error.tsv │ ├── meta.tsv │ └── time_left.tsv ├── 20180603 ├── CatBoostBaseline │ ├── CatBoostBaseline.py │ ├── __init__.py │ ├── catboost_info │ │ ├── catboost_training.json │ │ ├── learn │ │ │ └── events.out.tfevents │ │ ├── learn_error.tsv │ │ ├── meta.tsv │ │ └── time_left.tsv │ └── sample_submission.csv ├── CatBoostKfold │ ├── CatBoostKfold.py │ ├── __init__.py │ ├── catboost_info │ │ ├── catboost_training.json │ │ ├── learn │ │ │ └── events.out.tfevents │ │ ├── learn_error.tsv │ │ ├── meta.tsv │ │ ├── test │ │ │ └── events.out.tfevents │ │ ├── test_error.tsv │ │ └── time_left.tsv │ └── sample_submission.csv ├── Features │ ├── ApplicationTrainFeaturesV1.py │ ├── ApplicationTrainFeaturesV2.py │ ├── __init__.py │ └── run_ApplicationTrainFeatures.sh ├── FeaturesV2 │ ├── ApplicationTestFeatures.py │ ├── ApplicationTrainFeatures.py │ └── README.md ├── StackingMax │ ├── CatBoostDataPrepare.py │ ├── CatWrapper.py │ ├── SklDataPrepare.py │ ├── SklWrapper.py │ ├── StackingMax.py │ ├── XgBoostDataPrepare.py │ ├── XgbWrapper.py │ ├── __init__.py │ ├── catboost_info │ │ ├── catboost_training.json │ │ ├── learn │ │ │ └── events.out.tfevents │ │ ├── learn_error.tsv │ │ ├── meta.tsv │ │ └── time_left.tsv │ └── sample_submission.csv ├── StackingReallyMax │ ├── CatWrapper.py │ ├── CatboostDataPrepare.py │ ├── FillValueTransformer.py │ ├── FillValueTransformerArray.py │ ├── IndicateFeatureTransformer.py │ ├── IndicateFeatureTransformerArray.py │ ├── LgbWrapper.py │ ├── LgboostDataPrepare.py │ ├── SklDataPrepare.py │ ├── SklWrapper.py │ ├── StackingFirstLayer.py │ ├── StackingSecondLayer.py │ ├── XgbWrapper.py │ ├── XgboostDataPrepare.py │ ├── __init__.py │ └── sample_submission.csv ├── TpotBaseline │ ├── TpotBaseline.py │ ├── __init__.py │ ├── sample_submission.csv │ └── tpot_baseline.py └── __init__.py ├── 20180617 ├── CatBoostKfold │ ├── CatBoostKfold.py │ └── __init__.py ├── CombineStackingAndCatBoostKfold │ ├── CatBoostKfold.py │ ├── Feature.py │ ├── README.md │ ├── __init__.py │ ├── sample_submission_one.csv │ └── sample_submission_two.csv ├── ExploratoryDataAnalysis │ ├── TrainTestFeatureDistribution.py │ └── __init__.py ├── FeatureSelection │ ├── FeatureSelection.py │ ├── __init__.py │ └── train_feature_df_fs_mi.csv ├── FeatureToolsV3 │ ├── ApplicationTestFeatureToolsV3.py │ ├── ApplicationTrainFeatureToolsV3.py │ ├── ManualFeatureApplication.py │ ├── ManualFeatureBureau.py │ ├── ManualFeaturePreviousApplication.py │ ├── README.MD │ ├── ShowCategoricalLevelDefault.md │ ├── ShowCategoricalLevelDefault.py │ └── __init__.py ├── FeatureToolsV4 │ ├── ApplicationTestFeatureToolsV4.py │ ├── ApplicationTrainFeatureToolsV4.py │ ├── FilterFeature.py │ ├── ManualFeatureApplication.py │ ├── ManualFeatureBureau.py │ ├── ManualFeaturePreviousApplication.py │ └── __init__.py ├── JamesShepherd │ ├── AddManualFeature.py │ ├── CleanRawData.py │ ├── JamesShepherd.py │ └── __init__.py ├── LightGbmKfold │ ├── LightGbmKfold.py │ ├── __init__.py │ ├── feature_importance.csv │ └── sample_submission.csv ├── README.md ├── StackingReallyMaxReTry │ ├── StackingSecondLayer.py │ ├── __init__.py │ └── sample_submission.csv └── __init__.py ├── 20180701 ├── EDA │ ├── EdaTry.ipynb │ ├── FeatureEda.py │ ├── README.MD │ └── __init__.py ├── FeatureToolsV5 │ ├── GplearnDemo.py │ ├── GplearnGenerateFeature.py │ ├── __init__.py │ ├── feature_importance_feature_data_V5.csv │ └── feature_importance_feature_data_V6.csv ├── LightGbmKfoldFormal │ ├── BayesianOptimizationDart.py │ ├── BayesianOptimizationGbdt.py │ ├── BayesianOptimizationGoss.py │ ├── BayesianOptimizationRf.py │ ├── FeatureSelectionUseVariance.py │ ├── LightGbmKfold.py │ └── __init__.py ├── LightGbmOneFoldFormal │ ├── LightGbmOneFold.py │ └── __init__.py ├── StackingMax │ ├── CatWrapper.py │ ├── CatboostDataPrepare.py │ ├── LgbWrapper.py │ ├── LgboostDataPrepare.py │ ├── SklDataPrepare.py │ ├── SklWrapper.py │ ├── StackingFirstLayerLinear.py │ ├── StackingFirstLayerNetwork.py │ ├── StackingFirstLayerTree.py │ ├── XgbWrapper.py │ ├── XgboostDataPrepare.py │ └── __init__.py └── __init__.py ├── 20180715 ├── BayesianOptimization │ ├── BayesianOptimizationGbdt.py │ ├── __init__.py │ ├── log_bo.out │ └── log_bo_2.out ├── FeatureSelection │ ├── FeatureSelection.py │ └── __init__.py ├── FeatureToolsV6 │ ├── ApplicationTestFeatureToolsV6.py │ ├── ApplicationTestTimeSlice.py │ ├── ApplicationTrainFeatureToolsV6.py │ ├── ApplicationTrainTimeSlice.py │ ├── ManualFeatureApplication.py │ ├── ManualFeatureBureau.py │ ├── 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