Michaelhuazhang/Data-Competition-TopSolution

Data competition Top Solution 数据竞赛top解决方案开源整理

Data competition Top Solution 数据竞赛Top解决方案开源整理

持续更新中 欢迎大家一起参加

一、数据竞赛：

1. 2018科大讯飞AI营销算法大赛
   Rank1：https://zhuanlan.zhihu.com/p/47807544

2. 2018 IJCAI 阿里妈妈搜索广告转化预测
   Rank1：https://github.com/plantsgo/ijcai-2018
   Rank2：https://github.com/YouChouNoBB/ijcai-18-top2-single-mole-solution
   https://blog.csdnnet/Bryan__/article/details/80600189
   Rank3: https://github.com/luoda888/2018-IJCAI-top3
   Rank8: https://github.com/fanfanda/ijcai_2018
   Rank8: https://github.com/Gene20/IJCAI-18
   Rank9（第一赛季）https://github.com/yuxiaowww/IJCAI-18-TIANCHI
   Rank29: https://github.com/bettenW/IJCAI18_Tianchi_Rank29
   Rank41: https://github.com/cmlaughing/IJCAI-18
   Rank48: https://github.com/YunaQiu/IJCAI-18alimama
   Rank53: https://github.com/altmanWang/IJCAI-18-CVR
   Rank60: https://github.com/Chenyaorui/ijcai_2018
   Rank81: https://github.com/wzp123456/IJCAI_18
   Rank94: https://github.com/Yangtze121/-IJCAI-18-

3. 2018腾讯广告算法大赛
   Rank3: https://github.com/DiligentPanda/Tencent_Ads_Algo_2018
   rank6: https://github.com/nzc/tencent-contest
   Rank7: https://github.com/guoday/Tencent2018_Lookalike_Rank7th
   Rank9: https://github.com/ouwenjie03/tencent-ad-game
   Rank10: https://github.com/keyunluo/Tencent2018_Lookalike_Rank10th
   rank10（初赛）: https://github.com/ShawnyXiao/2018-Tencent-Lookalike
   Rank11: https://github.com/liupengsay/2018-Tencent-social-advertising-algorithm-contest
   https://my.oschina.net/xtzggbmkk/blog/1865680
   Rank26: https://github.com/zsyandjyhouse/TencentAD_contest
   Rank33: https://github.com/John-Yao/Tencent_Social_Ads2018
   Rank69: https://github.com/BladeCoda/Tencent2018_Final_Phrase_Presto

4. 2018高校大数据挑战赛-快手活跃用户预测
   Rank1： https://github.com/drop-out/RNN-Active-User-Forecast
   https://zhuanlan.zhihu.com/p/42622063
   Rank4: https://github.com/chantcalf/2018-Rank4-
   Rank13(初赛 a榜rank2 b榜rank5): https://github.com/luoda888/2018-KUAISHOU-TSINGHUA-Top13-Solutions
   Rank15: https://github.com/sunwantong/Kuaishou-Active-User
   Rank20: https://github.com/bigzhao/Kuaishou_2018_rank20th
   Rank28(初赛 a榜rank1 b榜rank2)：https://github.com/YangKing0834131/2018-KUAISHOU-TSINGHUA-Top28-Solutions-
   https://github.com/FNo0/2018-KUAISHOU-Top28

5. 2018JDATA 用户购买时间预测
   Rank9：https://zhuanlan.zhihu.com/p/45141799

6. 2018 DF风机叶片开裂预警
   Rank2：https://github.com/SY575/DF-Early-warning-of-the-wind-power-system

7. 2018 DF光伏发电量预测
   Rank1：https://zhuanlan.zhihu.com/p/44755488?utm_source=qq&utm_medium=social&utm_oi=623925402599559168
   https://mp.weixin.qq.com/s/Yix0xVp2SiqaAcuS6Q049g

8. AI全球挑战者大赛-违约用户风险预测
   Rank1：https://github.com/chenkkkk/User-loan-risk-prediction

9. 2016融360-用户贷款风险预测
   Rank7：https://github.com/hczheng/Rong360

10. 2016 CCF-020优惠券使用预测
    Rank1: https://github.com/wepe/O2O-Coupon-Usage-Forecast

11. 2016 ccf-农产品价格预测
    Rank2: https://github.com/xing89qs/CCF_Product
    Rank35: https://github.com/wqlin/ccf-price-prediction

12. 2016 ccf-客户用电异常
    Rank4: https://github.com/AbnerYang/2016CCF-StateGrid

13. 2016 ccf-搜狗的用户画像比赛
    Rank1: https://github.com/hengchao0248/ccf2016_sougou
    Rank3: https://github.com/AbnerYang/2016CCF-SouGou
    Rank5: https://github.com/dhdsjy/2016_CCFsougou
    https://github.com/dhdsjy/2016_CCFsougou2
    https://github.com/prozhuchen/2016CCF-sougou
    https://github.com/coderSkyChen/2016CCF_BDCI_Sougou

14. 2016 ccf-联通的用户轨迹
    RankX: https://github.com/xuguanggen/2016CCF-unicom

15. 2016 ccf-Human or Robots
    Rank6: https://github.com/pickou/ccf_human_or_robot

16. 菜鸟-需求预测与分仓规划
    Rank6: https://github.com/wepe/CaiNiao-DemandForecast-StoragePlaning
    Rank10: https://github.com/xing89qs/TianChi_CaiNiao_Season2

二、NLP：

1. 2018 DC达观-文本智能处理挑战
   Rank1: https://github.com/ShawnyXiao/2018-DC-DataGrand-TextIntelProcess
   Rank4: https://github.com/hecongqing/2018-daguan-competition
   Rank10: https://github.com/moneyDboat/data_grand
   Rank18: https://github.com/nlpjoe/daguan-classify-2018
   RankX: https://github.com/yanqiangmiffy/daguan

2. 智能客服问题相似度算法设计——第三届魔镜杯大赛
   rank6 https://github.com/qrfaction/paipaidai

   rank12 https://www.jianshu.com/p/827dd447daf9 https://github.com/LittletreeZou/Question-Pairs-Matching

   Rank16：https://github.com/guoday/PaiPaiDai2018_rank16
   Rank29: https://github.com/wangjiaxin24/daguan_NLP

3. 2018JD Dialog Challenge 任务导向型对话系统挑战赛
   Rank3: https://github.com/zengbin93/jddc_solution_4th

4. 2018CIKM AnalytiCup – 阿里小蜜机器人跨语言短文本匹配算法竞赛
   Rank2: https://github.com/zake7749/Closer
   Rank12：https://github.com/Leputa/CIKM-AnalytiCup-2018
   Rank18: https://github.com/VincentChen525/Tianchi/tree/master/CIKM%20AnalytiCup%202018

三、CV：

1. Kaggle-TGS
   Rank56 https://github.com/Gary-Deeplearning/TGS-Salt

四、大佬的Github：

1. 植物 ：https://github.com/plantsgo
2. wepon ：https://github.com/wepe
3. Snake：https://github.com/luoda888
4. Drop-out：https://github.com/drop-out
5. 金老师的知乎：https://zhuanlan.zhihu.com/jlbookworm
6. 渣大：https://github.com/nzc
7. 郭大：https://github.com/guoday

五、资源整理：

• 数据比赛资讯：https://github.com/iphysresearch/DataSciComp
• ApacheCN 的kaggle资料链接：https://github.com/apachecn/kaggle
• Kaggle top方案整理：https://github.com/EliotAndres/kaggle-past-solutions
• 介绍featexp 一个帮助理解特征的工具包 http://www.sohu.com/a/273552971_129720
• Ask Me Anything session with a Kaggle Grandmaster Vladimir I. Iglovikov PDF：https://pan.baidu.com/s/1XkFwko_YrI5TfjjIai7ONQ

PS： 特别感谢金老师对整理比赛开源已做出的贡献,特别是在2016年的ccf大赛中

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