Skip to content

DrJZhou/Black-Swan

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

30 Commits
 
 
 
 
 
 

Repository files navigation

Black-Swan

注:具体思路请看task中的pdf文件

KDD CUP 2017 task2

初赛第一,复赛第二

环境要求

Python2.7

  • sklearn
  • statusmodel
  • pandas
  • numpy
  • XGBoost
  • LightGBM

R

  • data.table
  • dplyr
  • reshape2
  • lubridate
  • h2o

运行

  • cd src/main/
  • python run.py
  • cd NN
  • sh ./run.sh
  • python ensemble.py

说明

  • src/model1 ExtraTreeRegression
  • src/model2 Sarimax ,Linear Regression
  • src/model3 Random Forst
  • src/model4 XGboost,GBDT
  • NN Neural Network

KDD CUP 2017 task1

初赛3 复赛15

联系方式

Releases

No releases published

Packages

No packages published