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JData

京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)

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JData

京东JData算法大赛-高潜用户购买意向预测入门程序(starter code)

我将在这个主页实现一些京东算法大赛数据进行分析的基本流程.包括:

  • 数据清洗
  • 数据分析
  • 特征抽取
  • 搭建模型
  • 模型评估

语言为Python,工具主要采用pandas,numpy,matplotlib,sklearn,xgboost等.希望能给刚入门数据比赛的朋友有所帮助.
建议大家先阅读notebook,里面有较详细的介绍. 比如:

  • data_cleaning.ipynb       数据清洗
  • data_analysis.ipynb         数据分析
  • exlpore_potential_user.ipynb 探索高潜用户行为

Note: 欢迎大家在Issues区提出问题，进行讨论

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Overview
Name With Ownerxiaoming-qxm/JData
Primary LanguageJupyter Notebook
Program languagePython (Language Count: 2)
Platform
License:MIT License
所有者活动
Created At2017-03-27 13:00:32
Pushed At2017-04-06 00:46:55
Last Commit At2017-04-06 08:46:54
Release Count0
用户参与
Stargazers Count662
Watchers Count60
Fork Count361
Commits Count19
Has Issues Enabled
Issues Count16
Issue Open Count4
Pull Requests Count1
Pull Requests Open Count0
Pull Requests Close Count2
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Has Wiki Enabled
Is Archived
Is Fork
Is Locked
Is Mirror
Is Private