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
科大讯飞AI营销算法大赛
Rank1:/p/47807544
IJCAI 阿里妈妈搜索广告转化预测
Rank1:/plantsgo/ijcai-
Rank2:/YouChouNoBB/ijcai-18-top2-single-mole-solution
/Bryan__/article/details/80600189
Rank3:/luoda888/-IJCAI-top3
Rank8:/fanfanda/ijcai_
Rank8:/Gene20/IJCAI-18
Rank9(第一赛季)/yuxiaowww/IJCAI-18-TIANCHI
Rank29:/bettenW/IJCAI18_Tianchi_Rank29
Rank41:/cmlaughing/IJCAI-18
Rank48:/YunaQiu/IJCAI-18alimama
Rank53:/altmanWang/IJCAI-18-CVR
Rank60:/Chenyaorui/ijcai_
Rank81:/wzp123456/IJCAI_18
Rank94:/Yangtze121/-IJCAI-18-
腾讯广告算法大赛
Rank3:/DiligentPanda/Tencent_Ads_Algo_
rank6:/nzc/tencent-contest
Rank7:/guoday/Tencent_Lookalike_Rank7th
Rank9:/ouwenjie03/tencent-ad-game
Rank10:/keyunluo/Tencent_Lookalike_Rank10th
rank10(初赛):/ShawnyXiao/-Tencent-Lookalike
Rank11:/liupengsay/-Tencent-social-advertising-algorithm-contest
/xtzggbmkk/blog/1865680
Rank26:/zsyandjyhouse/TencentAD_contest
Rank33:/John-Yao/Tencent_Social_Ads
Rank69:/BladeCoda/Tencent_Final_Phrase_Prest
高校大数据挑战赛-快手活跃用户预测
Rank1:/drop-out/RNN-Active-User-Forecast
/p/42622063
Rank4:/chantcalf/-Rank4-
Rank13(初赛a榜rank2b榜rank5):/luoda888/-KUAISHOU-TSINGHUA-Top13-Solutions
Rank15:/sunwantong/Kuaishou-Active-User
Rank20:/bigzhao/Kuaishou__rank20th
Rank28(初赛a榜rank1b榜rank2):/YangKing0834131/-KUAISHOU-TSINGHUA-Top28-Solutions-
/FNo0/-KUAISHOU-Top28
JDATA 用户购买时间预测
Rank9:/p/45141799
DF风机叶片开裂预警
Rank2:/SY575/DF-Early-warning-of-the-wind-power-system
DF光伏发电量预测
Rank1:/p/44755488?utm_source=qq&utm_medium=social&utm_oi=623925402599559168
https://mp./s/Yix0xVp2SiqaAcuS6Q049g
AI全球挑战者大赛-违约用户风险预测
Rank1:/chenkkkk/User-loan-risk-prediction
融360-用户贷款风险预测
Rank7:/hczheng/Rong360
CCF-020优惠券使用预测
Rank1:/wepe/O2O-Coupon-Usage-Forecast
ccf-农产品价格预测
Rank2:/xing89qs/CCF_Product
Rank35:/wqlin/ccf-price-prediction
ccf-客户用电异常
Rank4:/AbnerYang/CCF-StateGrid
ccf-搜狗的用户画像比赛
Rank1:/hengchao0248/ccf_sougou
Rank3:/AbnerYang/CCF-SouGou
Rank5:/dhdsjy/_CCFsougou
/dhdsjy/_CCFsougou2
/prozhuchen/CCF-sougou
/coderSkyChen/CCF_BDCI_Sougou
ccf-联通的用户轨迹
RankX:/xuguanggen/CCF-unicom
ccf-Human or Robots
Rank6:/pickou/ccf_human_or_robot
菜鸟-需求预测与分仓规划
Rank6:/wepe/CaiNiao-DemandForecast-StoragePlaning
Rank10:/xing89qs/TianChi_CaiNiao_Season2
2、NLP
DC达观-文本智能处理挑战
Rank1:/ShawnyXiao/-DC-DataGrand-TextIntelProcess
Rank4:/hecongqing/-daguan-competition
Rank10:/moneyDboat/data_grand
Rank18:/nlpjoe/daguan-classify-
RankX:/yanqiangmiffy/daguan
智能客服问题相似度算法设计——第三届魔镜杯大赛
rank6/qrfaction/paipaidai
rank12/p/827dd447daf9/LittletreeZou/Question-Pairs-Matching
Rank16:/guoday/PaiPaiDai_rank16
Rank29:/wangjiaxin24/daguan_NLP
JD Dialog Challenge 任务导向型对话系统挑战赛
Rank3:/zengbin93/jddc_solution_4th
CIKM AnalytiCup – 阿里小蜜机器人跨语言短文本匹配算法竞赛
Rank2:/zake7749/Closer
Rank12:/Leputa/CIKM-AnalytiCup-
Rank18:/VincentChen525/Tianchi/tree/master/CIKM%20AnalytiCup%20
3、CV
Kaggle-TGS
Rank56/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/a/273552971_129720
AskMeAnythingsessionwithaKaggleGrandmasterVladimirI.IglovikovPDF:/s/1XkFwko_YrI5TfjjIai7ONQ
4.2、大佬的Git
植物:/plantsgo
wepon:/wepe
Snake:/luoda888
Drop-out:/drop-out
金老师的知乎:/jlbookworm
渣大:/nzc
郭大:/guoday
数据比赛资讯:/iphysresearch/DataSciComp
ApacheCN的kaggle资料链接:/apachecn/kaggle
Kaggletop方案整理:/EliotAndres/kaggle-past-solutions