├── .gitignore ├── README.md ├── __init__.py ├── data ├── test │ ├── action_test.csv │ ├── orderFuture_test.csv │ ├── orderHistory_test.csv │ ├── userComment_test.csv │ └── userProfile_test.csv ├── trainingset │ ├── action_train.csv │ ├── orderFuture_train.csv │ ├── orderHistory_train.csv │ ├── userComment_train.csv │ └── userProfile_train.csv └── 结果提交样例.csv ├── data_helper.py ├── features ├── __init__.py ├── action.py ├── comment.py ├── history.py └── profile.py ├── get_no_used_features.py ├── gridsearch_1_xgb.py ├── gridsearch_2_lgb.py ├── lgb_predict.py ├── log ├── cgb_train.log ├── lgb_grid_search.log ├── lgb_train.log ├── stacking.log ├── xgb_grid_search.log └── xgb_train.log ├── m1_xgb.py ├── m2_lgb.py ├── m3_cgb.py ├── model ├── best_lgb_model.dat ├── best_xgb_model.dat ├── cgb_record │ ├── catboost_training.json │ ├── fold_0_learn │ │ └── events.out.tfevents │ ├── fold_0_learn_error.tsv │ ├── fold_0_test │ │ └── events.out.tfevents │ ├── fold_0_test_error.tsv │ ├── fold_0_time_left.tsv │ ├── fold_1_learn │ │ └── events.out.tfevents │ ├── fold_1_test │ │ └── events.out.tfevents │ ├── fold_2_learn │ │ └── events.out.tfevents │ ├── fold_2_test │ │ └── events.out.tfevents │ ├── learn │ │ └── events.out.tfevents │ ├── learn_error.tsv │ ├── meta.tsv │ └── time_left.tsv ├── lgb.txt ├── xgb.dat ├── xgb_feature_score.csv └── xgb_search_feature_score.csv ├── my_utils.py ├── notes.md └── stacking.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /data/test/action_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/data/test/action_test.csv -------------------------------------------------------------------------------- /data/test/orderFuture_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/data/test/orderFuture_test.csv -------------------------------------------------------------------------------- /data/test/orderHistory_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/data/test/orderHistory_test.csv -------------------------------------------------------------------------------- /data/test/userComment_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/data/test/userComment_test.csv -------------------------------------------------------------------------------- /data/test/userProfile_test.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/data/test/userProfile_test.csv -------------------------------------------------------------------------------- /data/trainingset/action_train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/data/trainingset/action_train.csv -------------------------------------------------------------------------------- /data/trainingset/orderFuture_train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/data/trainingset/orderFuture_train.csv -------------------------------------------------------------------------------- /data/trainingset/orderHistory_train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/data/trainingset/orderHistory_train.csv -------------------------------------------------------------------------------- /data/trainingset/userComment_train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/data/trainingset/userComment_train.csv -------------------------------------------------------------------------------- /data/trainingset/userProfile_train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/data/trainingset/userProfile_train.csv -------------------------------------------------------------------------------- /data/结果提交样例.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/data/结果提交样例.csv -------------------------------------------------------------------------------- /data_helper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/data_helper.py -------------------------------------------------------------------------------- /features/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/features/__init__.py -------------------------------------------------------------------------------- /features/action.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/features/action.py -------------------------------------------------------------------------------- /features/comment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/features/comment.py -------------------------------------------------------------------------------- /features/history.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/features/history.py -------------------------------------------------------------------------------- /features/profile.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/features/profile.py -------------------------------------------------------------------------------- /get_no_used_features.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/get_no_used_features.py -------------------------------------------------------------------------------- /gridsearch_1_xgb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/gridsearch_1_xgb.py -------------------------------------------------------------------------------- /gridsearch_2_lgb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/gridsearch_2_lgb.py -------------------------------------------------------------------------------- /lgb_predict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/lgb_predict.py -------------------------------------------------------------------------------- /log/cgb_train.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/log/cgb_train.log -------------------------------------------------------------------------------- /log/lgb_grid_search.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/log/lgb_grid_search.log -------------------------------------------------------------------------------- /log/lgb_train.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/log/lgb_train.log -------------------------------------------------------------------------------- /log/stacking.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/log/stacking.log -------------------------------------------------------------------------------- /log/xgb_grid_search.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/log/xgb_grid_search.log -------------------------------------------------------------------------------- /log/xgb_train.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/log/xgb_train.log -------------------------------------------------------------------------------- /m1_xgb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/m1_xgb.py -------------------------------------------------------------------------------- /m2_lgb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/m2_lgb.py -------------------------------------------------------------------------------- /m3_cgb.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/m3_cgb.py -------------------------------------------------------------------------------- /model/best_lgb_model.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/best_lgb_model.dat -------------------------------------------------------------------------------- /model/best_xgb_model.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/best_xgb_model.dat -------------------------------------------------------------------------------- /model/cgb_record/catboost_training.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/catboost_training.json -------------------------------------------------------------------------------- /model/cgb_record/fold_0_learn/events.out.tfevents: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/fold_0_learn/events.out.tfevents -------------------------------------------------------------------------------- /model/cgb_record/fold_0_learn_error.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/fold_0_learn_error.tsv -------------------------------------------------------------------------------- /model/cgb_record/fold_0_test/events.out.tfevents: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/fold_0_test/events.out.tfevents -------------------------------------------------------------------------------- /model/cgb_record/fold_0_test_error.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/fold_0_test_error.tsv -------------------------------------------------------------------------------- /model/cgb_record/fold_0_time_left.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/fold_0_time_left.tsv -------------------------------------------------------------------------------- /model/cgb_record/fold_1_learn/events.out.tfevents: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/fold_1_learn/events.out.tfevents -------------------------------------------------------------------------------- /model/cgb_record/fold_1_test/events.out.tfevents: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/fold_1_test/events.out.tfevents -------------------------------------------------------------------------------- /model/cgb_record/fold_2_learn/events.out.tfevents: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/fold_2_learn/events.out.tfevents -------------------------------------------------------------------------------- /model/cgb_record/fold_2_test/events.out.tfevents: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/fold_2_test/events.out.tfevents -------------------------------------------------------------------------------- /model/cgb_record/learn/events.out.tfevents: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/learn/events.out.tfevents -------------------------------------------------------------------------------- /model/cgb_record/learn_error.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/learn_error.tsv -------------------------------------------------------------------------------- /model/cgb_record/meta.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/meta.tsv -------------------------------------------------------------------------------- /model/cgb_record/time_left.tsv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/cgb_record/time_left.tsv -------------------------------------------------------------------------------- /model/lgb.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/lgb.txt -------------------------------------------------------------------------------- /model/xgb.dat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/xgb.dat -------------------------------------------------------------------------------- /model/xgb_feature_score.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/xgb_feature_score.csv -------------------------------------------------------------------------------- /model/xgb_search_feature_score.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/model/xgb_search_feature_score.csv -------------------------------------------------------------------------------- /my_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/my_utils.py -------------------------------------------------------------------------------- /notes.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/notes.md -------------------------------------------------------------------------------- /stacking.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/yongyehuang/DC-hi_guides/HEAD/stacking.py --------------------------------------------------------------------------------