數據科學/人工智能比賽解決方案彙總 2019.9

時間  2019-11-08
標籤 數據 科學 人工智能 比賽 解決 方案 彙總 2019.9 简体版
原文   原文鏈接
內容來自 apachecn/awesome-data-comp-solution，由 ApacheCN 團隊維護。

歡迎任何人蔘與和完善：一我的能夠走的很快，可是一羣人卻能夠走的更遠html

結構化數據/時間序列

  1. 2019 CCF 乘用車細分市場銷量預測

    EDA: http://lambda-xmu.club/2018/0...git

    Baseline 0.488: https://zhuanlan.zhihu.com/p/...github

    Baseline 0.511: https://blog.csdn.net/weixin_...算法

  2. 2019 CCF 離散製造過程當中典型工件的質量符合率預測

    EDA: http://lambda-xmu.club/2018/0...apache

    Baseline 0.6777: https://github.com/destiny199...安全

    Baseline 0.644: CCF2019-discrete-manufacturing/644baseline.pysession

  3. 2018 科大訊飛 AI 營銷算法大賽

    Rank1: https://zhuanlan.zhihu.com/p/...less

    Rank2: https://github.com/infturing/...機器學習

    Rank21: https://github.com/Michaelhua...ide

  4. 2018 IJCAI 阿里媽媽搜索廣告轉化預測

    Rank1: https://github.com/plantsgo/i...

    Rank2:

Rank3: https://github.com/luoda888/2018-IJCAI-top3 

Rank8: https://github.com/fanfanda/ijcai_2018 

Rank8: https://github.com/Gene20/IJCAI-18 

Rank9（第一賽季）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-

  1. 2018 騰訊廣告算法大賽

    Rank3: https://github.com/DiligentPa...

    rank6: https://github.com/nzc/tencen...

    Rank7: https://github.com/guoday/Ten...

    Rank9: https://github.com/ouwenjie03...

    Rank10: https://github.com/keyunluo/T...

    rank10（初賽）: https://github.com/ShawnyXiao...

    Rank11:

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
  1. 2017 騰訊廣告算法大賽

    Rank14: https://github.com/freelzy/Te...

    Rank20: https://github.com/shenweiche...

  2. 2018 高校大數據挑戰賽-快手活躍用戶預測

    Rank1:

Rank4: https://github.com/chantcalf/2018-Rank4-

Rank13 (初賽 a 榜 rank2 b 榜 rank5):

+   https://github.com/luoda888/2018-KUAISHOU-TSINGHUA-Top13-Solutions

+   https://github.com/totoruo/KuaiShou2018-RANK13-RNN

Rank15: https://github.com/sunwantong/Kuaishou-Active-User

Rank20: https://github.com/bigzhao/Kuaishou_2018_rank20th

Rank28 (初賽 a 榜 rank1 b 榜 rank2): 

+   https://github.com/YangKing0834131/2018-KUAISHOU-TSINGHUA-Top28-Solutions-

+   https://github.com/FNo0/2018-KUAISHOU-Top28

Rank35: https://github.com/chizhu/kuaishou2018
  1. 2018JDATA 用戶購買時間預測

    Rank9: https://zhuanlan.zhihu.com/p/...

  2. 2018 DF 風機葉片開裂預警

    Rank2: https://github.com/SY575/DF-E...

  3. 2018 DF 光伏發電量預測

    Rank1:

  4. AI 全球挑戰者大賽-違約用戶風險預測

    Rank1: https://github.com/chenkkkk/U...

  5. 2016 融 360-用戶貸款風險預測

    Rank7: https://github.com/hczheng/Ro...

  6. 2018 CCF-面向電信行業存量用戶的智能套餐個性化匹配模型

    Rank1: https://github.com/PPshrimpGo...

    Rank2: https://github.com/PandasCute...

    Rank4: https://github.com/jinchenyu/...

    Rank6: https://github.com/ZengHaihon...

  7. 2018 CCF-汽車行業用戶觀點主題及情感識別 ASC 挑戰賽

    Rank1: https://github.com/yilirin/BD...

    Rank7: https://github.com/nlpjoe/CCF...

  8. 2017 CCF-商場中精肯定位用戶所在店鋪

    Rank1: https://github.com/drop-out/T...

  9. 2016 CCF-020 優惠券使用預測

    Rank1: https://github.com/wepe/O2O-C...

  10. 2016 ccf-農產品價格預測

    Rank2: https://github.com/xing89qs/C...

    Rank35: https://github.com/wqlin/ccf-...

  11. 2016 ccf-客戶用電異常

    Rank4: https://github.com/AbnerYang/...

  12. 2016 ccf-搜狗的用戶畫像比賽

    Rank1: https://github.com/hengchao02...

    Rank3: https://github.com/AbnerYang/...

    Rank5:

  13. 2016 ccf-聯通的用戶軌跡

    RankX: https://github.com/xuguanggen...

  14. 2016 ccf-Human or Robots

    Rank6: https://github.com/pickou/ccf...

  15. 菜鳥-需求預測與分倉規劃

    Rank6: https://github.com/wepe/CaiNi...

    Rank10: https://github.com/xing89qs/T...

  16. Kaggle 2018 Data Science Bow

    Rank1: https://www.kaggle.com/c/data...

    Rank4:

  17. 2018 對抗挑戰優勝經驗分享

  18. Galaxy Zoo challenge

    http://benanne.github.io/2014...

  19. Kaggle Home Credit 違約風險預測

    Rank1: http://t.cn/RFsoHgv

  20. Kaggle 2017 Santa competition

    Rank54: https://github.com/bigzhao/MP...

  21. Kaggle 2017 Porto Seguro’s Safe Driver Prediction

    Rank131: https://bigzhao.github.io/201...

  22. 第三屆阿里雲安全算法挑戰賽

    Rank1: https://github.com/poteman/Al...

  23. 2018dc-新網銀行杯

    Rank3: https://github.com/Smilexuhc/...

    Rank4: https://github.com/TingNie/Cr...

  24. 2018 AI Challenger 全球 AI 挑戰賽 - 細粒度用戶評論情感分析

    Rank1: https://github.com/chenghuige...

    Rank16: https://github.com/xueyouluo/...

    Rank17: https://github.com/BigHeartC/...

  25. 第二屆 「智慧中國杯」 數據科學大賽，首發皇包車（HI GUIDES）精品旅行服務成單預測競賽

    Rank4: https://github.com/SunnyMarkL...

    Rank?: https://github.com/zlxy9892/D...

  26. 2018 ATEC 螞蟻金服 NLP 智能客服比賽

    Rank16: https://github.com/zle1992/atec

  27. 2018 ATEC 螞蟻金服 NLP 螞蟻金服金融大腦賽題

    Rank18: https://github.com/ziweipolar...

  28. DataCastle-城市治理大數據應用創意方案賽

    Rank1: https://github.com/poteman/Da...

  29. Kaggle - Crowdflower Search Results Relevance

    Rank1: https://github.com/ChenglongC...

  30. 第三屆融 360 天機智能金融算法挑戰賽 - 特徵挖掘

    Rank1: https://github.com/xSupervise...

  31. 2017 摩拜杯算法挑戰賽

    Rank3: https://github.com/Magic-Bubb...

  32. DataFountain - 招商銀行信用卡中心 消費金融場景下的用戶購買預測

    Rank1: https://github.com/sunwantong...

  33. 天池糖尿病血糖預測比賽 精準醫療

    Rank24: https://github.com/xingyuezhi...

  34. 第一屆西安交通大學人工智能實踐大賽（2018AI 實踐大賽--圖片文字識別）

    Rank1: https://github.com/yinchangch...

  35. 2019 KaggleDays Paris offline competition（Kaggle 產品銷售額預測比賽優勝方案）

    Rank1: https://github.com/mxbi/kaggl...

  36. 2019 Kaggle Freesound Audio Tagging

    Rank1: https://github.com/qrfaction/...

  37. Kaggle iMaterialist (Fashion) 2019 at FGVC6

    Rank1: https://github.com/amirassov/...

NLP

  1. 2019 CCF 互聯網新聞情感分析

    Baseline 0.801: https://github.com/finlay-liu...

    Baseline 0.803: https://github.com/guoday/CCF...

  2. 2019 CCF 互聯網金融新實體發現

    Baseline 0.2049: https://github.com/finlay-liu...

  3. 2018 DC 達觀-文本智能處理挑戰

    Rank1: https://github.com/ShawnyXiao...

    Rank2: https://github.com/CortexFoun...

    Rank4: https://github.com/hecongqing...

    Rank8: https://github.com/Rowchen/Te...

    Rank10: https://github.com/moneyDboat...

    Rank11: https://github.com/TianyuZhuu...

    Rank18: https://github.com/nlpjoe/dag...

    RankX: https://github.com/yanqiangmi...

  4. 智能客服問題類似度算法設計——第三屆魔鏡杯大賽

    rank6 https://github.com/qrfaction/...

    rank12

Rank16: https://github.com/guoday/PaiPaiDai2018_rank16

Rank29: https://github.com/wangjiaxin24/daguan_NLP
  1. 2018JD Dialog Challenge 任務導向型對話系統挑戰賽

    Rank2: https://github.com/Dikea/Dial...

    Rank3: https://github.com/zengbin93/...

  2. 2018CIKM AnalytiCup – 阿里小蜜機器人跨語言短文本匹配算法競賽

    Rank2: https://github.com/zake7749/C...

    Rank12: https://github.com/Leputa/CIK...

    Rank18: https://github.com/VincentChe...

  3. 路透社新聞數據集「深度」探索性分析(詞向量/情感分析)

    https://www.kaggle.com/hoonke...

  4. 「神策杯」2018 高校算法大師賽(關鍵詞提取)

    Rank1: http://www.dcjingsai.com/comm...

    Rank2: https://github.com/bigzhao/Ke...

    Rank5: https://github.com/Dikea/Shen...

  5. 知乎看山杯

    Rank1: https://github.com/chenyuntc/...

    Rank2: https://github.com/Magic-Bubb...

    Rank6: https://github.com/yongyehuan...

    Rank9: https://github.com/coderSkyCh...

    Rank21: https://github.com/zhaoyu87/z...

  6. 2018 CCL 客服領域用戶意圖分類評測

    Rank1: https://github.com/nlpjoe/201...

  7. 第二屆搜狐內容識別大賽

    Rank1: https://github.com/zhanzechen...

  8. 科賽 - 百度 PaddlePaddle AI 大賽——智能問答

    Rank3: https://github.com/312shan/rc_tf

  9. 2018 kaggle quora insincere questions classification

    Rank1: https://www.kaggle.com/c/quor...

    Rank13: https://mp.weixin.qq.com/s/DD...

    Rank153: https://github.com/jetou/kagg...

CV

  1. 2019 CCF 視頻版權檢測

    Baseline 0.0001: https://github.com/finlay-liu...

  2. Kaggle-TGS

    Rank1: http://t.cn/EzkDlOC

    Rank4:

Rank9: http://t.cn/EznzvYv  

Rank11: https://github.com/iasawseen/Kaggle-TGS-salt-solution

Rank14: https://github.com/lRomul/argus-tgs-salt

Rank15: https://github.com/adam9500370/Kaggle-TGS

Rank22: http://t.cn/EzYkR6i  

Rank56: https://github.com/Gary-Deeplearning/TGS-Salt
  1. Kaggle Google 地標檢索

    Rank1: http://t.cn/R1i7Xiy

    Rank14: http://t.cn/R1nQriY

  2. Lyft 感知挑戰賽

    賽題: http://t.cn/RBtrJcE

    Rank4:

  3. Kaggle CVPR 2018 WAD 視頻分割

    Rank2: http://t.cn/Ehp4Ggm

  4. Kaggle Google AI Open Images

    Rank15: http://t.cn/RF1jnis

  5. Quick, Draw! Kaggle Competition Starter Pack

    http://t.cn/EZAoZDM

  6. Kaggle 植物幼苗圖像分類挑戰賽

    Rank1: http://t.cn/RBssjf6

  7. Kaggle Airbus Ship Detection Challenge (Kaggle 衛星圖像船舶檢測比賽)

    Rank8: https://github.com/SeuTao/Kag...

    Rank21: https://github.com/pascal1129...

  8. kaggle RSNA Pneumonia Detection

    Rank1: https://github.com/i-pan/kagg...

    Rank2: https://github.com/SeuTao/Kag...

    Rank3: https://github.com/pmcheng/rs...

    Rank6: https://github.com/pfnet-rese...

    Rank10: https://github.com/alessonsca...

  9. Kaggle PLAsTiCC Astronomical Classification Competition（PLAsTiCC 天文分類比賽）

    Rank1: https://www.kaggle.com/c/PLAs...

    Rank2: https://www.kaggle.com/c/PLAs...

    Rank3:

Rank4: https://github.com/aerdem4/kaggle-plasticc

Rank5: https://www.kaggle.com/c/PLAsTiCC-2018/discussion/75040
  1. Kaggle Human Protein Atlas Image Classification Challenge（Kaggle 人類蛋白質圖譜圖像分類比賽）

    Rank3: https://github.com/pudae/kagg...

  2. SpaceNet Challenge Round 4: Off-Nadir Buildings（SpaceNet 挑戰衛星圖片建築物識別）

    RankX: https://github.com/SpaceNetCh...

  3. Kaggle Humpback Whale Identification Challenge（Kaggle 座頭鯨識別比賽）

    Rank1: https://github.com/earhian/Hu...

    Rank7: https://medium.com/@ducha.aik...

  4. kaggle Carvana Image Masking Challenge

    Rank1:https://github.com/asanakoy/k...

    Rank3:https://github.com/lyakaap/Ka...

  5. kaggle Statoil/C-CORE Iceberg Classifier Challenge

    Rank4: https://github.com/asydorchuk...

  6. kaggle 2018 Data Science Bowl

    Rank1: https://github.com/selimsef/d...

    Rank2: https://github.com/jacobkie/2...

    Rank3: https://github.com/Lopezurrut...

    Rank4: https://github.com/pdima/kagg...

    Rank5: https://github.com/mirzaevino...

其它資源列表

  1. DataSciComp 數據比賽資訊
  2. ApacheCN 的 kaggle 資料連接
  3. Kaggle top 方案整理
  4. Data competition Top Solution 數據競賽 Top 解決方案開源整理
  5. 介紹 featexp 一個幫助理解特徵的工具包
  6. Ask Me Anything session with a Kaggle Grandmaster Vladimir I. Iglovikov PDF
  7. Owen Zhang 訪談: Kaggle 制勝的祕密
  8. How to Compete for Zillow Prize at Kaggle
  9. Profiling Top Kagglers: Martin Henze
  10. Kaggle 數據科學詞彙表
  11. Kaggle 比賽優勝方案彙總
  12. Kaggle 比賽實戰教程(Pandas, Matplotlib, XGBoost/Colab)
  13. llSourcell/kaggle_challenge
  14. Kaggle 看照片猜相機比賽心得分享 PDF
  15. Kaggle 在線分類廣告需求預測比賽優勝方案分享
  16. Kaggle | Winner Interview
  17. 2018 NIPS 視覺對抗挑戰總結

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. 金老師的知乎: https://zhuanlan.zhihu.com/jl...
  6. 渣大: https://github.com/nzc
  7. 郭大: https://github.com/guoday
  8. Cortex Lab: https://github.com/CortexFoun...

貢獻者

相關文章
相關標籤/搜索
每日一句
    每一个你不满意的现在，都有一个你没有努力的曾经。
本站公眾號
   歡迎關注本站公眾號,獲取更多信息
聯繫我們 最近搜索 最新文章 沪ICP备13005482号-10 MyBatis教程 SQL 教程 MySQL教程 Java 教程 Thymeleaf 教程 Hibernate教程 Spring教程 Redis教程