今天分享一份数据竞赛 Top 解决方案开源的整理，如果大家想要从之前的竞赛中获取经验的话，可以多看看这些竞赛的开源方案：

1、纯数据竞赛

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

2018 IJCAI 阿里妈妈搜索广告转化预测 Rank1：https://github.com/plantsgo/ijcai-2018Rank2：https://github.com/YouChouNoBB/ijcai-18-top2-single-mole-solutionhttps://blog.csdn.net/Bryan__/article/details/80600189Rank3: https://github.com/luoda888/2018-IJCAI-top3Rank8: https://github.com/fanfanda/ijcai_2018Rank8: https://github.com/Gene20/IJCAI-18Rank9（第一赛季）https://github.com/yuxiaowww/IJCAI-18-TIANCHIRank29: https://github.com/bettenW/IJCAI18_Tianchi_Rank29Rank41: https://github.com/cmlaughing/IJCAI-18Rank48: https://github.com/YunaQiu/IJCAI-18alimamaRank53: https://github.com/altmanWang/IJCAI-18-CVRRank60: https://github.com/Chenyaorui/ijcai_2018Rank81: https://github.com/wzp123456/IJCAI_18Rank94: https://github.com/Yangtze121/-IJCAI-18-

2018 腾讯广告算法大赛 Rank3: https://github.com/DiligentPanda/Tencent_Ads_Algo_2018rank6: https://github.com/nzc/tencent-contestRank7: https://github.com/guoday/Tencent2018_Lookalike_Rank7thRank9: https://github.com/ouwenjie03/tencent-ad-gameRank10: https://github.com/keyunluo/Tencent2018_Lookalike_Rank10thrank10（初赛）: https://github.com/ShawnyXiao/2018-Tencent-LookalikeRank11: https://github.com/liupengsay/2018-Tencent-social-advertising-algorithm-contesthttps://my.oschina.net/xtzggbmkk/blog/1865680Rank26: https://github.com/zsyandjyhouse/TencentAD_contestRank33: https://github.com/John-Yao/Tencent_Social_Ads2018Rank69: https://github.com/BladeCoda/Tencent2018_Final_Phrase_Prest

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-Forecasthttps://zhuanlan.zhihu.com/p/42622063Rank4: https://github.com/chantcalf/2018-Rank4-Rank13(初赛 a 榜 rank2 b 榜 rank5): https://github.com/luoda888/2018-KUAISHOU-TSINGHUA-Top13-SolutionsRank15: https://github.com/sunwantong/Kuaishou-Active-UserRank20: https://github.com/bigzhao/Kuaishou_2018_rank20thRank28(初赛 a 榜 rank1 b 榜 rank2)：https://github.com/YangKing0834131/2018-KUAISHOU-TSINGHUA-Top28-Solutions-https://github.com/FNo0/2018-KUAISHOU-Top28

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

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

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

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

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

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

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

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

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

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

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

菜鸟-需求预测与分仓规划 Rank6:https://github.com/wepe/CaiNiao-DemandForecast-StoragePlaningRank10: https://github.com/xing89qs/TianChi_CaiNiao_Season2

2、NLP

2018 DC 达观-文本智能处理挑战 Rank1: https://github.com/ShawnyXiao/2018-DC-DataGrand-TextIntelProcessRank4: https://github.com/hecongqing/2018-daguan-competitionRank10: https://github.com/moneyDboat/data_grandRank18: https://github.com/nlpjoe/daguan-classify-2018RankX: https://github.com/yanqiangmiffy/daguan

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/paipaidairank12 https://www.jianshu.com/p/827dd447daf9 https://github.com/LittletreeZou/Question-Pairs-MatchingRank16：https://github.com/guoday/PaiPaiDai2018_rank16Rank29: https://github.com/wangjiaxin24/daguan_NLP

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

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/CloserRank12：https://github.com/Leputa/CIKM-AnalytiCup-2018Rank18: https://github.com/VincentChen525/Tianchi/tree/master/CIKM%20AnalytiCup%202018

3、CV

Kaggle-TGSRank56 https://github.com/Gary-Deeplearning/TGS-Sal

4、其他资料

4.1、经验文章

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

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

金老师的知乎：https://zhuanlan.zhihu.com/jlbookworm

渣大：https://github.com/nzc

郭大：https://github.com/guoday

数据比赛资讯：https://github.com/iphysresearch/DataSciComp

ApacheCN 的 kaggle 资料链接：https://github.com/apachecn/kaggleKaggle top 方案整理：https://github.com/EliotAndres/kaggle-past-solutions