# KDD-Cup-2019-CAMMTR
## Competition Website
[Context-Aware Multi-Modal Transportation Recommendation](https://dianshi.baidu.com/competition/29/rule)
## File Structure
```
.
├── Code # 代码
│ ├── ExploratoryDataAnalysis.ipynb # EDA
│ ├── FeatureEngineering # 数据处理和特征工程
│ │ ├── train_queries_processing.ipynb
│ │ ├── train_plans_processing.ipynb
│ │ └── ...
│ │
│ ├── Models # 模型
│ │ ├── lightgbm.ipynb
│ │ ├── xgboost.ipynb
│ │ └── ...
│ │
│ └── Pipline # 最终的pipline
│ │ ├── pipline.py
│ │ └── ...
│ │
│ └── Utilities # json解析代码
│
├── Data # 数据文件
│ ├── data_set_phase1
│ │ ├── profiles.csv
│ │ ├── test_plans.csv
│ │ ├── test_queries.csv
│ │ ├── train_clicks.csv
│ │ ├── train_plans.csv
│ │ └── train_queries.csv
│ └── submit.csv
│
├── Config # 配置文件夹
│ └── *.json
│
├── .git
│
├── .gitignore
│
└── README.md
```
## Reference
* [ContextAware MultiModal Transportation Recommendation_Part1_赛题解析](https://mp.weixin.qq.com/s/3Qgz-swaSVsqHU86B5mfOA)
* [ContextAware MultiModal Transportation Recommendation_Part2_EDA](https://mp.weixin.qq.com/s/rlp2c3k8Y7NC73SPoONAMQ)
* [CAMMTR(KDD19)_Part3_多分类Baseline分享(含Code)](https://mp.weixin.qq.com/s/CHLxzXo2dV6RY-JVam510w)