├── .gitattributes ├── .gitignore ├── LICENSE ├── README.md ├── codes ├── data_prep.py ├── evaluation.py ├── postprocessing.py └── versioning.py ├── data └── raw │ ├── infos.csv │ ├── items.csv │ └── orders.csv ├── documentation ├── Features.pdf ├── Task_2020.pdf └── profit_function.pdf ├── notebooks ├── notebook_01_data_prep.ipynb ├── notebook_02_features.ipynb ├── notebook_03_modeling.ipynb ├── notebook_04_tuning.ipynb ├── notebook_05_blending.ipynb └── notebook_06_stacking.ipynb ├── oof_preds ├── lgb_v17_df_v12_profit_3970057.npy ├── lgb_v18_df_v12_profit_3974053.npy ├── lgb_v19_df_v12_profit_3939016.npy ├── lgb_v20_df_v12_profit_3967364.npy ├── lgb_v21_df_v12_profit_3357035.npy ├── lgb_v22_df_v12_profit_3986269.npy ├── lgb_v23_df_v12_profit_3905538.npy ├── lgb_v24_df_v12_profit_4000261.npy ├── lgb_v25_df_v12_profit_4000261.npy ├── lgb_v25_df_v13_profit_4000348.npy ├── lgb_v26_df_v13_profit_3907804.npy ├── lgb_v26_df_v14_profit_3995840.npy └── lgb_v27_df_v13_profit_3894744.npy ├── output ├── lgb_meta_params.pkl ├── lgb_meta_params_100.pkl ├── lgb_meta_params_1000.pkl ├── lgb_meta_params_loss.pdf ├── lgb_meta_params_plots.pdf └── lgb_performance.pdf ├── requirements.txt └── submissions ├── sample_submission.csv ├── sub_lgb_v17_df_v12_profit_3970057.csv ├── sub_lgb_v18_df_v12_profit_3974053.csv ├── sub_lgb_v19_df_v12_profit_3939016.csv ├── sub_lgb_v20_df_v12_profit_3967364.csv ├── sub_lgb_v21_df_v12_profit_3357035.csv ├── sub_lgb_v22_df_v12_profit_3986269.csv ├── sub_lgb_v23_df_v12_profit_3905538.csv ├── sub_lgb_v24_df_v12_profit_4000261.csv ├── sub_lgb_v25_df_v12_profit_4000261.csv ├── sub_lgb_v25_df_v13_profit_4000348.csv ├── sub_lgb_v26_df_v13_profit_3907804.csv ├── sub_lgb_v26_df_v14_profit_3995840.csv └── sub_lgb_v27_df_v13_profit_3894744.csv /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/kozodoi/DMC_2020/HEAD/.gitattributes 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