├── .DS_Store ├── EDA.ipynb ├── Output ├── .DS_Store ├── csv │ ├── weather_test_cleaned.csv │ └── weather_train_cleaned.csv ├── png │ ├── .DS_Store │ ├── 09-01_primary_use_meter_reading.png │ ├── 10-1_random_building_id_meter_reading.png │ ├── Auguest_differnt_primary_use_meter_reading.png │ ├── Auguest_random_building_id_meter_reading.png │ ├── all_time_random_building_id_meter_reading.png │ ├── building_factors.png │ ├── correlation_heatmap.png │ ├── differnt_primary_use_meter_reading.png │ ├── site_15_air_temp_filling_test.png │ ├── site_15_air_temp_initial.png │ ├── train_factors.png │ └── weather_factors.png └── txt │ ├── basic_info.txt │ └── detail_info.txt ├── README.md ├── data_cleanup ├── .DS_Store ├── .ipynb_checkpoints │ ├── bad_row_drop-checkpoint.ipynb │ ├── final_cleanup-checkpoint.ipynb │ └── init_clean-checkpoint.ipynb ├── bad_row_drop.ipynb ├── final_cleanup.ipynb ├── init_clean.ipynb ├── scrapping_for_leaking.ipynb └── weather_fill │ ├── .ipynb_checkpoints │ ├── final_fill_groupby-checkpoint.ipynb │ ├── weather_collect-checkpoint.ipynb │ ├── weather_correction-checkpoint.ipynb │ └── weather_interpolate-checkpoint.ipynb │ ├── final_fill_groupby.ipynb │ ├── weather_collect.ipynb │ ├── weather_correction.ipynb │ └── weather_interpolate.ipynb ├── ensemble ├── .ipynb_checkpoints │ ├── blend-checkpoint.ipynb │ ├── ensemble-avg-checkpoint.ipynb │ ├── ensemble-checkpoint.ipynb │ ├── ensemble-pso-best-checkpoint.ipynb │ └── ensemble-pso-best_second-checkpoint.ipynb ├── blend.ipynb ├── ensemble-avg.ipynb ├── ensemble-pso-best.ipynb ├── ensemble-pso-best_second.ipynb └── ensemble.ipynb └── model ├── .DS_Store ├── .ipynb_checkpoints ├── catboost_initial-checkpoint.ipynb ├── catboost_kf5_final_clean-checkpoint.ipynb ├── catboost_opt_parameter-checkpoint.ipynb ├── lgb_clean_1.081-checkpoint.ipynb ├── lgb_half_1.089-checkpoint.ipynb ├── lgb_kf5_final_clean-checkpoint.ipynb ├── lgb_opt_parameter-checkpoint.ipynb ├── nn_first-checkpoint.ipynb ├── xgb_initial_kf3-checkpoint.ipynb ├── xgb_kf5_1.074-checkpoint.ipynb └── xgb_opt-checkpoint.ipynb ├── catboost_initial_1.09.ipynb ├── catboost_kf5_final_clean_1.074.ipynb ├── catboost_opt_parameter.ipynb ├── lgb_clean_1.081.ipynb ├── lgb_half_1.089.ipynb ├── lgb_kf5_final_clean_1.074.ipynb ├── lgb_opt_parameter.ipynb ├── nn_first_1.1.ipynb ├── xgb_initial_kf3_1.11.ipynb ├── xgb_kf5_1.074.ipynb └── xgb_opt.ipynb /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ningzesun1993/ASHRAE_Energy_Predictor/HEAD/.DS_Store -------------------------------------------------------------------------------- /EDA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ningzesun1993/ASHRAE_Energy_Predictor/HEAD/EDA.ipynb -------------------------------------------------------------------------------- /Output/.DS_Store: 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