├── .gitignore ├── README.md ├── combine_result.py ├── create_travel_res.py ├── dataset ├── dataSets │ ├── compute_average_travel_time.py │ ├── compute_route_link.py │ ├── create_multi_train_data.py │ ├── create_test_data.py │ ├── create_test_miss_data.py │ ├── create_train_data.py │ ├── create_zero_training_data.py │ ├── fill_miss_test_data.py │ ├── fill_miss_train_data.py │ ├── testing │ │ ├── .DS_Store │ │ ├── test1_20min_avg_travel_time.csv │ │ ├── test1_20min_avg_travel_time_miss_endtime.csv │ │ ├── test1_20min_avg_travel_time_update.csv │ │ ├── test1_20min_avg_volume.csv │ │ ├── test2_20min_avg_travel_time.csv │ │ ├── test2_fill_travel_time.csv │ │ ├── trajectories(table 5)_test1.csv │ │ ├── volume(table 6)_test1.csv │ │ └── weather (table 7)_test1.csv │ └── training │ │ ├── .DS_Store │ │ ├── links (table 3).csv │ │ ├── routes (table 4).csv │ │ ├── training-all_20min_avg_travel_time.csv │ │ ├── training-all_fill_travel_time.csv │ │ ├── training2_20min_avg_travel_time.csv │ │ ├── training_20min_avg_travel_time.csv │ │ ├── training_20min_avg_volume.csv │ │ ├── trajectories(table 5)_training.csv │ │ ├── volume(table 6)_training.csv │ │ ├── weather (table 7)_2.csv │ │ ├── weather (table 7)_training.csv │ │ └── weather (table 7)_training_update.csv ├── scripts │ ├── scripts │ │ ├── .DS_Store │ │ ├── aggregate_travel_time.py │ │ ├── aggregate_volume.py │ │ ├── test-all_20min_avg_travel_time.csv │ │ ├── test1_20min_avg_travel_time.csv │ │ ├── test1_20min_avg_volume.csv │ │ ├── test2_20min_avg_travel_time.csv │ │ ├── training-all_20min_avg_travel_time.csv │ │ ├── training2_20min_avg_travel_time.csv │ │ ├── training_20min_avg_travel_time.csv │ │ └── training_20min_avg_volume.csv │ ├── trajectories(table 5)_test-all.csv │ ├── trajectories(table 5)_test1.csv │ ├── trajectories(table 5)_test2.csv │ ├── trajectories(table 5)_training.csv │ ├── trajectories(table5)_training2.csv │ ├── trajectories_training-all.csv │ ├── volume(table 6)_test1.csv │ ├── volume(table 6)_test2.csv │ ├── volume(table 6)_training.csv │ └── volume(table 6)_training2.csv ├── submission_sample_travelTime.csv └── submission_sample_volume.csv ├── deprecated ├── model_setting.py ├── test_six.py ├── train_five.py ├── train_four.py ├── train_multi_net.py ├── train_one.py ├── train_six.py ├── train_three.py └── train_two.py ├── test_five.py ├── test_four.py ├── test_miss_six.py ├── test_one.py ├── test_six.py ├── test_three.py ├── test_two.py ├── train_five.py ├── train_four.py ├── train_one.py ├── train_six.py ├── train_six_zero.py ├── train_three.py ├── train_two.py ├── transform_travel_res.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | checkpoint* 2 | logs 3 | pre* 4 | *.txt 5 | submitted_result 6 | model 7 | *.pyc 8 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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