/ML2020-ETA

Code for the contest “华为云大数据挑战赛”

Primary LanguageJupyter Notebook

ML2020-ETA

Code for the contest “华为云大数据挑战赛”——船运到达时间预测

Working Directory

├─data
│  ├─GPS.csv
│  ├─loadingOrderEvent.csv
│  ├─testData.csv
│  └─preprocessed
│      ├─backup
│      ├─order_cache
│      └─trace_specific_dataset
├─experiment
│  ├─baseline.ipynb
│  ├─data_selection.ipynb
│  └─directpredict.ipynb
├─models
├─train.py
└─predict.py

Requirements

In consistent with HUAWEI ModelArts Platform's configuration

  • python 3.7
  • Tensorflow 2.0.0-beta1
  • xgboost 1.1.0
  • sklearn 0.23.1
  • lightgbm 2.3.0

Team Members

  • Yifan Mao
  • Xin Wei
  • Zian Su

References