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:zhuanlan.zhihu.com/p/47807544
2018 IJCAI 阿里妈妈搜索广告转化预测
Rank1:github.com/plantsgo/ij…
Rank2:github.com/YouChouNoBB…
blog.csdn.net/Bryan__/art…
Rank3: github.com/luoda888/20…
Rank8: github.com/fanfanda/ij…
Rank8: github.com/Gene20/IJCA…
Rank9(第一赛季)github.com/yuxiaowww/I…
Rank29: github.com/bettenW/IJC…
Rank41: github.com/cmlaughing/…
Rank48: github.com/YunaQiu/IJC…
Rank53: github.com/altmanWang/…
Rank60: github.com/Chenyaorui/…
Rank81: github.com/wzp123456/I…
Rank94: github.com/Yangtze121/…
2018腾讯广告算法大赛
Rank3: github.com/DiligentPan…
rank6: github.com/nzc/tencent…
Rank7: github.com/guoday/Tenc…
Rank9: github.com/ouwenjie03/…
Rank10: github.com/keyunluo/Te…
rank10(初赛): github.com/ShawnyXiao/…
Rank11: github.com/liupengsay/…
my.oschina.net/xtzggbmkk/b…
Rank26: github.com/zsyandjyhou…
Rank33: github.com/John-Yao/Te…
Rank69: github.com/BladeCoda/T…
2018高校大数据挑战赛-快手活跃用户预测
Rank1: github.com/drop-out/RN…
zhuanlan.zhihu.com/p/42622063
Rank4: github.com/chantcalf/2…
Rank13(初赛 a榜rank2 b榜rank5): github.com/luoda888/20…
Rank15: github.com/sunwantong/…
Rank20: github.com/bigzhao/Kua…
Rank28(初赛 a榜rank1 b榜rank2):github.com/YangKing083…
github.com/FNo0/2018-K…
2018JDATA 用户购买时间预测
Rank9:zhuanlan.zhihu.com/p/45141799
2018 DF风机叶片开裂预警
Rank2:github.com/SY575/DF-Ea…
2018 DF光伏发电量预测
Rank1:zhuanlan.zhihu.com/p/44755488?…
mp.weixin.qq.com/s/Yix0xVp2S…
AI全球挑战者大赛-违约用户风险预测
Rank1:github.com/chenkkkk/Us…
2016融360-用户贷款风险预测
Rank7:github.com/hczheng/Ron…
2016 CCF-020优惠券使用预测
Rank1: github.com/wepe/O2O-Co…
2016 ccf-农产品价格预测
Rank2: github.com/xing89qs/CC…
Rank35: github.com/wqlin/ccf-p…
2016 ccf-客户用电异常
Rank4: github.com/AbnerYang/2…
2016 ccf-搜狗的用户画像比赛
Rank1: github.com/hengchao024…
Rank3: github.com/AbnerYang/2…
Rank5: github.com/dhdsjy/2016…
github.com/dhdsjy/2016…
github.com/prozhuchen/…
github.com/coderSkyChe…
2016 ccf-联通的用户轨迹
RankX: github.com/xuguanggen/…
2016 ccf-Human or Robots
Rank6: github.com/pickou/ccf_…
菜鸟-需求预测与分仓规划
Rank6:github.com/wepe/CaiNia…
Rank10: github.com/xing89qs/Ti…
2、NLP
2018 DC达观-文本智能处理挑战
Rank1: github.com/ShawnyXiao/…
Rank4: github.com/hecongqing/…
Rank10: github.com/moneyDboat/…
Rank18: github.com/nlpjoe/dagu…
RankX: github.com/yanqiangmif…
智能客服问题相似度算法设计——第三届魔镜杯大赛
rank6 github.com/qrfaction/p…
rank12 www.jianshu.com/p/827dd447d…
Rank16:github.com/guoday/PaiP…
Rank29: github.com/wangjiaxin2…
2018JD Dialog Challenge 任务导向型对话系统挑战赛
Rank3: github.com/zengbin93/j…
2018CIKM AnalytiCup – 阿里小蜜机器人跨语言短文本匹配算法竞赛
Rank2: github.com/zake7749/Cl…
Rank12:github.com/Leputa/CIKM…
Rank18: github.com/VincentChen…
3、CV:
Kaggle-TGS
Rank56 github.com/Gary-Deeple…
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 www.sohu.com/a/273552971…
Ask Me Anything session with a Kaggle Grandmaster Vladimir I. Iglovikov PDF:pan.baidu.com/s/1XkFwko_Y…
4.2、大佬的Git
wepon :github.com/wepe
Snake:github.com/luoda888
Drop-out:github.com/drop-out
金老师的知乎:zhuanlan.zhihu.com/jlbookworm
数据比赛资讯:github.com/iphysresear…
ApacheCN 的kaggle资料链接:github.com/apachecn/ka…
Kaggle top方案整理:github.com/EliotAndres…