GithubHelp home page GithubHelp logo

ruiruiq / yancheng-sales Goto Github PK

View Code? Open in Web Editor NEW

This project forked from icesuger/yancheng-sales

0.0 0.0 0.0 1.17 MB

天池-印象盐城-汽车销量预测大赛

Jupyter Notebook 99.77% Python 0.23%

yancheng-sales's Introduction

yancheng-sales

天池-印象盐城-乘用车销量预测大赛 的复赛B榜14名的渣渣分享一下渣思路和渣代码...希望能造福一部分比我还新的新手...  

复赛

  • 解题思路见解题思路.md;  
  • 截图目录放的是PAI平台的几张截图;
  • 代码见代码目录;  
  • 代码说明见代码说明.md

初赛

初赛线下做,复赛线上平台做。上面说的截图和代码都是复赛的。
初赛特征跟复赛类似,只是有些复赛能做的特征,初赛的数据做不出来,自然就没有啦,偷个懒就不再详述初赛特征了。  

代码见目录初赛相关/src/,其中feature_extraction下是各类特征的提取,特征含义见注释;先分别提取各类特征后,执行拼出最终特征.ipynb中的代码即可得到完整的提完特征的数据集,再运行src/train/train-v0.5.ipynb中的代码即可生成结果。其他的思路啥的,见.ipynb中的说明以及复赛的解题思路说明。

不过有很多特征是应当被丢弃的。这个版本里训练时使用的可能并不是最好的一组特征。

yancheng-sales's People

Contributors

icesuger 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.