From 3c62c592b3dc6cc2dba183f51a845131bd934d1c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E9=A3=9E=E9=BE=99?= Date: Sun, 11 Nov 2018 11:28:28 +0800 Subject: [PATCH] Create awesome-list.md --- docs/awesome-list.md | 178 +++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 178 insertions(+) create mode 100644 docs/awesome-list.md diff --git a/docs/awesome-list.md b/docs/awesome-list.md new file mode 100644 index 0000000..644f3b0 --- /dev/null +++ b/docs/awesome-list.md @@ -0,0 +1,178 @@ +# 资源列表 + +## 结构化数据/时间序列 + +1. 2018科大讯飞AI营销算法大赛 + + Rank1:https://zhuanlan.zhihu.com/p/47807544 + +2. 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- + +3. 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_Presto + +4. 2018JDATA 用户购买时间预测 + + Rank9:https://zhuanlan.zhihu.com/p/45141799 + +5. 2018 DF风机叶片开裂预警 + + Rank2:https://github.com/SY575/DF-Early-warning-of-the-wind-power-system + +6. 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 + +7. 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 + +8. 2016融360-用户贷款风险预测 + + Rank7:https://github.com/hczheng/Rong360 + +9. 2016 CCF-020优惠券使用预测 + + Rank1: https://github.com/wepe/O2O-Coupon-Usage-Forecast + +10. 2016 ccf-农产品价格预测 + + Rank2: https://github.com/xing89qs/CCF_Product + + Rank35: https://github.com/wqlin/ccf-price-prediction + +11. 2016 ccf-客户用电异常 + + Rank4: https://github.com/AbnerYang/2016CCF-StateGrid + +12. 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 + +13. 2016 ccf-联通的用户轨迹 + + RankX: https://github.com/xuguanggen/2016CCF-unicom + +14. 2016 ccf-Human or Robots + + Rank6: https://github.com/pickou/ccf_human_or_robot + +15. 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 + +## NLP + +1. 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 + + +## CV + +1. Kaggle-TGS + + Rank56 https://github.com/Gary-Deeplearning/TGS-Salt + + +## 经验文章 + +1. 介绍featexp 一个帮助理解特征的工具包 http://www.sohu.com/a/273552971_129720 + +2. Ask Me Anything session with a Kaggle Grandmaster Vladimir I. Iglovikov + + PDF:https://pan.baidu.com/s/1XkFwko_YrI5TfjjIai7ONQ + +## 其它资源列表 + +1. 数据比赛资讯:https://github.com/iphysresearch/DataSciComp + +2. Kaggle top方案整理:https://github.com/EliotAndres/kaggle-past-solutions + +3. [Data competition Top Solution 数据竞赛Top解决方案开源整理](https://github.com/Smilexuhc/Data-Competition-TopSolution) + +## 大佬的Git + +1. 植物 :https://github.com/plantsgo +2. wepon :https://github.com/wepe +3. Snake:https://github.com/luoda888 +4. Drop-out:https://github.com/drop-out +5. 金老师的知乎:https://zhuanlan.zhihu.com/jlbookworm +6. 渣大:https://github.com/nzc +7. 郭大:https://github.com/guoday +