Giter Site home page Giter Site logo

jdata's Introduction

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

jdata's People

Contributors

xiaoming-qxm avatar zs167275 avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.