竞赛|数据竞赛Top解决方案开源整理

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-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-

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_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-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

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=623925402599559168 https://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-StoragePlaning Rank10: 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-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

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/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/kaggle Kaggle top方案整理：https://github.com/EliotAndres/kaggle-past-solutions