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https://github.com/PPshrimpGo/BDCI2018-ChinauUicom-1st-solution
这是BDCI2018的联通赛题第一名解决方案
https://github.com/PPshrimpGo/BDCI2018-ChinauUicom-1st-solution
competition data-science
Last synced: 13 days ago
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这是BDCI2018的联通赛题第一名解决方案
- Host: GitHub
- URL: https://github.com/PPshrimpGo/BDCI2018-ChinauUicom-1st-solution
- Owner: PPshrimpGo
- Created: 2018-11-14T02:16:32.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2018-11-23T02:56:43.000Z (over 5 years ago)
- Last Synced: 2023-10-20T22:38:13.721Z (9 months ago)
- Topics: competition, data-science
- Language: Python
- Homepage: https://www.datafountain.cn/competitions/311/details
- Size: 83 KB
- Stars: 296
- Watchers: 9
- Forks: 85
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
Lists
- StarryDivineSky - PPshrimpGo/BDCI2018-ChinauUicom-1st-solution
README
# CCF BDCI 2018: 联通研究院--个性化套餐匹配
[](https://github.com/minerva-ml/open-solution-home-credit/blob/master/LICENSE)
这是CCF BDCI 2018的面向电信领域的个性化套餐匹配第一名解决方案，赛题链接
[面向电信行业存量用户的智能套餐个性化匹配模型
](https://www.datafountain.cn/competitions/311/details) :hibiscus:.
## Highlight
- 嫁接单模型可达第一名
## Contributor
- [piupiu](https://www.kaggle.com/pureheart)
- [30CrMnSiA](https://www.kaggle.com/h4211819)
- [spongebob](https://www.kaggle.com/baomengjiao)
- [feiyang](https://www.kaggle.com/panfeiyang)
## Requirements
- python3
- lightgbm 2.1.1
- numpy 1.14.3
- pandas 0.23.1
- scikit_learn 0.19.1
- xgboost 0.72.1
## 运行方法
- trian_old.csv(初赛训练集) | train.csv | test.csv -> input folder
- pip3 install -r requirements.txt
- chmod +x run_top1.sh
- chmod +x run_perfect.sh
- ./run_top1.sh (复现leaderboard第一)
- ./run_perfect.sh (完美复现)
## 参与进来
欢迎整理贡献更多竞赛信息:
- 代码分享 :dog: [皮皮虾我们走](https://github.com/PPshrimpGo) 发现更多开源方案~
- 信息分享 :sparkles: [DataSciComp](https://github.com/iphysresearch/DataSciComp)
- 方案及套路分享 :fire: [砍手豪的知乎专栏](https://zhuanlan.zhihu.com/c_32887913) [数据科学之旅](https://zhuanlan.zhihu.com/c_173835749)
