今天分享一份數據競賽Top解決方案開源的整理，如果大家想要從之前的競賽中獲取經驗的話，可以多看看這些競賽的開源方案：

1、純數據競賽

2018科大訊飛AI營銷算法大賽
Rank1：https://zhuanlan.zhihu.com/p/47807544

2018 IJCAI 阿里媽媽搜索廣告轉化預測
Rank1：https://github.com/plantsgo/ijcai-2018
Rank2：https://github.com/YouChouNoBB/ijcai-18-top2-single-mole-solution
https://blog.csdn.net/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（第一賽季）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-

2018騰訊廣告算法大賽
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（初賽）:?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_Prest

2018高校大數據挑戰賽-快手活躍用戶預測
Rank1：?https://github.com/drop-out/RNN-Active-User-Forecast
https://zhuanlan.zhihu.com/p/42622063
Rank4:??https://github.com/chantcalf/2018-Rank4-
Rank13(初賽?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(初賽?a榜rank1?b榜rank2)：https://github.com/YangKing0834131/2018-KUAISHOU-TSINGHUA-Top28-Solutions-
https://github.com/FNo0/2018-KUAISHOU-Top28

2018JDATA 用戶購買時間預測
Rank9：https://zhuanlan.zhihu.com/p/45141799

2018 DF風機葉片開裂預警
Rank2：https://github.com/SY575/DF-Early-warning-of-the-wind-power-system

2018 DF光伏發電量預測
Rank1：https://zhuanlan.zhihu.com/p/44755488?utm_source=qq&utm_medium=social&utm_oi=623925402599559168
https://mp.weixin.qq.com/s/Yix0xVp2SiqaAcuS6Q049g

AI全球挑戰者大賽-違約用戶風險預測
Rank1：https://github.com/chenkkkk/User-loan-risk-prediction

2016融360-用戶貸款風險預測
Rank7：https://github.com/hczheng/Rong360

2016 CCF-020優惠券使用預測
???Rank1:?https://github.com/wepe/O2O-Coupon-Usage-Forecast

2016 ccf-農產品價格預測
???Rank2:?https://github.com/xing89qs/CCF_Product
???Rank35:?https://github.com/wqlin/ccf-price-prediction

2016 ccf-客戶用電異常
???Rank4:?https://github.com/AbnerYang/2016CCF-StateGrid

2016 ccf-搜狗的用戶畫像比賽
???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

2016 ccf-聯通的用戶軌跡
???RankX:?https://github.com/xuguanggen/2016CCF-unicom

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

菜鳥-需求預測與分倉規劃
Rank6:https://github.com/wepe/CaiNiao-DemandForecast-StoragePlaning
Rank10:?https://github.com/xing89qs/TianChi_CaiNiao_Season2

2、NLP

2018 DC達觀-文本智能處理挑戰
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

智能客服問題相似度算法設計——第三屆魔鏡杯大賽
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

2018JD Dialog Challenge 任務導向型對話系統挑戰賽
Rank3:?https://github.com/zengbin93/jddc_solution_4th

2018CIKM AnalytiCup ?– 阿里小蜜機器人跨語言短文本匹配算法競賽
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

3、CV

Kaggle-TGS
Rank56?https://github.com/Gary-Deeplearning/TGS-Sal

4、其他資料

4.1、經驗文章

介紹featexp?一個幫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

4.2、大佬的Git

植物?：https://github.com/plantsgo

wepon?：https://github.com/wepe

Snake：https://github.com/luoda888

Drop-out：https://github.com/drop-out

金老師的知乎：https://zhuanlan.zhihu.com/jlbookworm

渣大：https://github.com/nzc

郭大：https://github.com/guoday

?

數據比賽資訊：https://github.com/iphysresearch/DataSciComp

ApacheCN?的kaggle資料鏈接：https://github.com/apachecn/kaggle
Kaggle?top方案整理：https://github.com/EliotAndres/kaggle-past-solutions

總結

以上是生活随笔為你收集整理的竞赛|数据竞赛Top解决方案开源整理的全部內容，希望文章能夠幫你解決所遇到的問題。

如果覺得生活随笔網站內容還不錯，歡迎將生活随笔推薦給好友。