├── .gitignore ├── README.md ├── phase1 ├── data │ ├── beijing subway.csv │ ├── beijing_subway.csv │ ├── community_info.csv │ ├── holiday_bj.csv │ ├── holiday_china_all.csv │ ├── subway_od.csv │ └── weather_for_beijing.csv ├── feature_second.ipynb ├── feature_third.ipynb ├── jieshao_first.ipynb ├── lgb_binary.ipynb ├── my_EDA │ ├── .ipynb_checkpoints │ │ ├── EDA_custome-checkpoint.ipynb │ │ └── ExploratoryDataAnalysis-checkpoint.ipynb │ ├── EDA_custome.ipynb │ └── ExploratoryDataAnalysis.ipynb ├── paper │ ├── Exploring How to Personalize Travel Mode Recommendations.pdf │ ├── GCN.pdf │ ├── Joint Representation Learning for Multi-Modal Transportation Recommendation.pdf │ ├── Joint Representation Learning for Multi-Modal-slides.pdf │ └── Next Generation of Journey Planner in a Smart City.pdf ├── record.xlsx ├── submission_0.6996257_fourth.py └── tool │ ├── Multiprocessing.py │ ├── __pycache__ │ └── tool.cpython-36.pyc │ ├── crawel_tianqi.py │ ├── gen_Geocoder.py │ ├── gen_bus_station_data.py │ ├── gen_holiday.py │ ├── gen_od_quyu.py │ ├── gen_subwayinfo.py │ ├── just_test_code.py │ └── tool.py └── phase2 ├── 0.6967 ├── 1-Separate_Location.py ├── 2-beijing_FE_SF_OUT.py ├── 2-shanghai_FE_SF_OUT.py ├── 2-shenzhen_FE_SF_OUT.py └── 3-ronghe.py ├── EDA.ipynb ├── data ├── Beijing_weather_deal.csv ├── Shanghai_weather.csv ├── Shenzhenshi_weather.csv ├── address_info.csv ├── subway_station_info.csv ├── weather_for_beijing.csv └── 全国高校坐标（百度地图经纬度）.txt ├── record2.xlsx ├── tool ├── .ipynb_checkpoints │ ├── POI-爬虫-Copy1-checkpoint.ipynb │ ├── get_external_another-checkpoint.ipynb │ └── get_external_data-checkpoint.ipynb ├── POI-爬虫-Copy1.ipynb ├── address_all_info.csv ├── address_all_info_area.csv ├── address_all_info_final.csv ├── china_subway.csv ├── gen_external_data.py ├── get_external_another.ipynb ├── get_external_data.ipynb ├── load_weather_shanghai.py ├── load_weather_shenzhen.py ├── show_zhiwu.py ├── test_group.py ├── weather_deal.py ├── 填充_address_area.py ├── 所有经纬度位置.csv └── 经纬度距离计算函数.py ├── version1_lgb ├── lgb_multi_onecity_step1.ipynb └── lgb_multi_shanghai_next_ver1.ipynb ├── version2_lgb ├── Beijing_model_version2.ipynb └── shanghai_multi_vesion2.ipynb └── version3_lgb ├── lgb_binary_onecity_step3.ipynb ├── lgb_guangzhou_version3.ipynb ├── lgb_shenzhen_version3.ipynb └── 深广后处理.ipynb /.gitignore: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/isthegoal/kdd-cup-2019-Context-Aware-Rank_23/HEAD/README.md -------------------------------------------------------------------------------- /phase1/data/beijing subway.csv: -------------------------------------------------------------------------------- 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