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人工智能竞赛平台有哪些（人工智能比赛解决方案汇总）

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人工智能竞赛平台有哪些（人工智能比赛解决方案汇总）贡献者CV其它资源列表大佬的 Git

人工智能竞赛平台有哪些（人工智能比赛解决方案汇总）(1)

内容来自 apachecn/awesome-data-comp-solution（t.cn/AiRXMOBS），由 ApacheCN 团队维护。

欢迎任何人参与和完善：一个人可以走的很快，但是一群人却可以走的更远

  • ApacheCN 学习资源（t.cn/Rk4wEBa）
  • ApacheCN 机器学习交流群 629470233（t.cn/E9vBK6i）

结构化数据/时间序列

  1. 019 CCF 乘用车细分市场销量预测
  2. EDA: http://lambda-xmu.club/2018/08/27/2019CCF-Car-Sales-EDA/
  3. Baseline 0.488: https://zhuanlan.zhihu.com/p/79940352
  4. Baseline 0.511: https://blog.csdn.net/weixin_43593330/article/details/100175414
  5. 2019 CCF 离散制造过程中典型工件的质量符合率预测
  6. EDA: http://lambda-xmu.club/2018/08/25/2019CCF-Work-Piece-EDA/
  7. Baseline 0.6777: https://github.com/destiny19960207/CCF_BDCI2019_discrete-manufacturing
  8. Baseline 0.644: CCF2019-discrete-manufacturing/644baseline.py（t.cn/AiRXMW9M）
  9. 2018 科大讯飞 AI 营销算法大赛
  10. Rank1: https://zhuanlan.zhihu.com/p/47807544
  11. Rank2: https://github.com/infturing/kdxf
  12. Rank21: https://github.com/Michaelhuazhang/-AI21-
  13. 2018 IJCAI 阿里妈妈搜索广告转化预测
  14. Rank1: https://github.com/plantsgo/ijcai-2018
  15. Rank2:
  • https://github.com/YouChouNoBB/ijcai-18-top2-single-mole-solution

  • https://blog.csdn.net/Bryan__/article/details/80600189
  1. Rank3: https://github.com/luoda888/2018-IJCAI-top3
  2. Rank8: https://github.com/fanfanda/ijcai_2018
  3. Rank8: https://github.com/Gene20/IJCAI-18
  4. Rank9（第一赛季）https://github.com/yuxiaowww/IJCAI-18-TIANCHI
  5. Rank29: https://github.com/bettenW/IJCAI18_Tianchi_Rank29
  6. Rank41: https://github.com/cmlaughing/IJCAI-18
  7. Rank48: https://github.com/YunaQiu/IJCAI-18alimama
  8. Rank53: https://github.com/altmanWang/IJCAI-18-CVR
  9. Rank60: https://github.com/Chenyaorui/ijcai_2018
  10. Rank81: https://github.com/wzp123456/IJCAI_18
  11. Rank94: https://github.com/Yangtze121/-IJCAI-18-
  12. 2018 腾讯广告算法大赛
  13. Rank3: https://github.com/DiligentPanda/Tencent_Ads_Algo_2018
  14. rank6: https://github.com/nzc/tencent-contest
  15. Rank7: https://github.com/guoday/Tencent2018_Lookalike_Rank7th
  16. Rank9: https://github.com/ouwenjie03/tencent-ad-game
  17. Rank10: https://github.com/keyunluo/Tencent2018_Lookalike_Rank10th
  18. rank10（初赛）: https://github.com/ShawnyXiao/2018-Tencent-Lookalike
  19. Rank11:
  • https://github.com/liupengsay/2018-Tencent-social-advertising-algorithm-contest

  • https://my.oschina.net/xtzggbmkk/blog/1865680
  1. Rank26: https://github.com/zsyandjyhouse/TencentAD_contest
  2. Rank33: https://github.com/John-Yao/Tencent_Social_Ads2018
  3. Rank69: https://github.com/BladeCoda/Tencent2018_Final_Phrase_Presto
  4. 2017 腾讯广告算法大赛
  5. Rank14: https://github.com/freelzy/Tencent_Social_Ads
  6. Rank20: https://github.com/shenweichen/Tencent_Social_Ads2017_Mobile_App_pCVR
  7. 2018 高校大数据挑战赛-快手活跃用户预测
  8. Rank1:
  • https://github.com/drop-out/RNN-Active-User-Forecast

  • https://zhuanlan.zhihu.com/p/42622063
  1. Rank4: https://github.com/chantcalf/2018-Rank4-
  2. Rank13 (初赛 a 榜 rank2 b 榜 rank5):
  • https://github.com/luoda888/2018-KUAISHOU-TSINGHUA-Top13-Solutions

  • https://github.com/totoruo/KuaiShou2018-RANK13-RNN
  1. Rank15: https://github.com/sunwantong/Kuaishou-Active-User
  2. Rank20: https://github.com/bigzhao/Kuaishou_2018_rank20th
  3. 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
  1. Rank35: https://github.com/chizhu/kuaishou2018
  2. 2018JDATA 用户购买时间预测
  3. Rank9: https://zhuanlan.zhihu.com/p/45141799
  4. 2018 DF 风机叶片开裂预警
  5. Rank2: https://github.com/SY575/DF-Early-warning-of-the-wind-power-system
  6. 2018 DF 光伏发电量预测
  7. Rank1:
  • https://zhuanlan.zhihu.com/p/44755488?utm_source=qq&utm_medium=social&utm_oi=623925402599559168

  • https://mp.weixin.qq.com/s/Yix0xVp2SiqaAcuS6Q049g
  1. AI 全球挑战者大赛-违约用户风险预测
  2. Rank1: https://github.com/chenkkkk/User-loan-risk-prediction
  3. 2016 融 360-用户贷款风险预测
  4. Rank7: https://github.com/hczheng/Rong360
  5. 2018 CCF-面向电信行业存量用户的智能套餐个性化匹配模型
  6. Rank1: https://github.com/PPshrimpGo/BDCI2018-ChinauUicom-1st-solution
  7. Rank2: https://github.com/PandasCute/2018-CCF-BDCI-China-Unicom-Research-Institute-top2
  8. Rank4: https://github.com/jinchenyu/2018_CCF_BDCI_ChinaUicom_rank4_solution
  9. Rank6: https://github.com/ZengHaihong/2018_CCF_BDCI_ChinaUnicom_Package_Match_Rank6
  10. 2018 CCF-汽车行业用户观点主题及情感识别 ASC 挑战赛
  11. Rank1: https://github.com/yilirin/BDCI_Car_2018
  12. Rank7: https://github.com/nlpjoe/CCF-BDCI-Automotive-Field-ASC-2018
  13. 2017 CCF-商场中精确定位用户所在店铺
  14. Rank1: https://github.com/drop-out/Tianchi-Wifi-Positioning
  15. 2016 CCF-020 优惠券使用预测
  16. Rank1: https://github.com/wepe/O2O-Coupon-Usage-Forecast
  17. 2016 ccf-农产品价格预测
  18. Rank2: https://github.com/xing89qs/CCF_Product
  19. Rank35: https://github.com/wqlin/ccf-price-prediction
  20. 2016 ccf-客户用电异常
  21. Rank4: https://github.com/AbnerYang/2016CCF-StateGrid
  22. 2016 ccf-搜狗的用户画像比赛
  23. Rank1: https://github.com/hengchao0248/ccf2016_sougou
  24. Rank3: https://github.com/AbnerYang/2016CCF-SouGou
  25. 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
  1. 2016 ccf-联通的用户轨迹
  2. RankX: https://github.com/xuguanggen/2016CCF-unicom
  3. 2016 ccf-Human or Robots
  4. Rank6: https://github.com/pickou/ccf_human_or_robot
  5. 菜鸟-需求预测与分仓规划
  6. Rank6: https://github.com/wepe/CaiNiao-DemandForecast-StoragePlaning
  7. Rank10: https://github.com/xing89qs/TianChi_CaiNiao_Season2
  8. Kaggle 2018 Data Science Bow
  9. Rank1: https://www.kaggle.com/c/data-science-bowl-2018/discussion/54741
  10. Rank4:
  • https://www.kaggle.com/c/data-science-bowl-2018/discussion/55118

  • https://github.com/pdima/kaggle_2018_data_science_bowl_solution
  1. 2018 对抗挑战优胜经验分享
  • http://t.cn/RBMaq4y

  • http://t.cn/RBMlfBH
  1. Galaxy Zoo challenge
  2. http://benanne.github.io/2014/04/05/galaxy-zoo.html
  3. Kaggle Home Credit 违约风险预测
  4. Rank1: http://t.cn/RFsoHgv
  5. Kaggle 2017 Santa competition
  6. Rank54: https://github.com/bigzhao/MPI-Hungarian-method
  7. Kaggle 2017 Porto Seguro’s Safe Driver Prediction
  8. Rank131: https://bigzhao.github.io/2017/12/18/kaggle-silver/
  9. 第三届阿里云安全算法挑战赛
  10. Rank1: https://github.com/poteman/Alibaba-3rd-Security-Algorithm-Challenge
  11. 2018dc-新网银行杯
  12. Rank3: https://github.com/Smilexuhc/Xingwangbankcup-top3
  13. Rank4: https://github.com/TingNie/CreditForecast
  14. 2018 AI Challenger 全球 AI 挑战赛 - 细粒度用户评论情感分析
  15. Rank1: https://github.com/chenghuige/wenzheng
  16. Rank16: https://github.com/xueyouluo/fsauor2018
  17. Rank17: https://github.com/BigHeartC/Al_challenger_2018_sentiment_analysis
  18. 第二届 “智慧中国杯” 数据科学大赛，首发皇包车（HI GUIDES）精品旅行服务成单预测竞赛
  19. Rank4: https://github.com/SunnyMarkLiu/Datacastle_Travel_Services_Predict
  20. Rank?: https://github.com/zlxy9892/DC_hbc
  21. 2018 ATEC 蚂蚁金服 NLP 智能客服比赛
  22. Rank16: https://github.com/zle1992/atec
  23. 2018 ATEC 蚂蚁金服 NLP 蚂蚁金服金融大脑赛题
  24. Rank18: https://github.com/ziweipolaris/atec2018-nlp
  25. DataCastle-城市治理大数据应用创意方案赛
  26. Rank1: https://github.com/poteman/DataCastle-Urban-governance-competition
  27. Kaggle - Crowdflower Search Results Relevance
  28. Rank1: https://github.com/ChenglongChen/Kaggle_CrowdFlower
  29. 第三届融 360 天机智能金融算法挑战赛 - 特征挖掘
  30. Rank1: https://github.com/xSupervisedLearning/Rong360_feature_mining_1st_solution
  31. 2017 摩拜杯算法挑战赛
  32. Rank3: https://github.com/Magic-Bubble/Mobike
  33. DataFountain - 招商银行信用卡中心 消费金融场景下的用户购买预测
  34. Rank1: https://github.com/sunwantong/China-Merchants-Bank-credit-card-Cente-User-purchase-forecast
  35. 天池糖尿病血糖预测比赛 精准医疗
  36. Rank24: https://github.com/xingyuezhiji/Diabetes
  37. 第一届西安交通大学人工智能实践大赛（2018AI 实践大赛–图片文字识别）
  38. Rank1: https://github.com/yinchangchang/ocr_densenet
  39. 2019 KaggleDays Paris offline competition（Kaggle 产品销售额预测比赛优胜方案）
  40. Rank1: https://github.com/mxbi/kaggledays-paris
  41. 2019 Kaggle Freesound Audio Tagging
  42. Rank1: https://github.com/qrfaction/1st-Freesound-Audio-Tagging-2019
  43. Kaggle iMaterialist (Fashion) 2019 at FGVC6
  44. Rank1: https://github.com/amirassov/kaggle-imaterialist

NLP

  1. 219 CCF 互联网新闻情感分析
  2. Baseline 0.801: https://github.com/finlay-liu/kaggle_public
  3. Baseline 0.803: https://github.com/guoday/CCF-BDCI-Sentiment-Analysis-Baseline
  4. 2019 CCF 互联网金融新实体发现
  5. Baseline 0.2049: https://github.com/finlay-liu/kaggle_public/
  6. 2018 DC 达观-文本智能处理挑战
  7. Rank1: https://github.com/ShawnyXiao/2018-DC-DataGrand-TextIntelProcess
  8. Rank2: https://github.com/CortexFoundation/-
  9. Rank4: https://github.com/hecongqing/2018-daguan-competition
  10. Rank8: https://github.com/Rowchen/Text-classifier
  11. Rank10: https://github.com/moneyDboat/data_grand
  12. Rank11: https://github.com/TianyuZhuuu/DaGuan_TextClassification_Rank11
  13. Rank18: https://github.com/nlpjoe/daguan-classify-2018
  14. RankX: https://github.com/yanqiangmiffy/daguan
  15. 智能客服问题相似度算法设计——第三届魔镜杯大赛
  16. rank6 https://github.com/qrfaction/paipaidai
  17. rank12
  • https://www.jianshu.com/p/827dd447daf9

  • https://github.com/LittletreeZou/Question-Pairs-Matching
  1. Rank16: https://github.com/guoday/PaiPaiDai2018_rank16
  2. Rank29: https://github.com/wangjiaxin24/daguan_NLP
  3. 2018JD Dialog Challenge 任务导向型对话系统挑战赛
  4. Rank2: https://github.com/Dikea/Dialog-System-with-Task-Retrieval-and-Seq2seq
  5. Rank3: https://github.com/zengbin93/jddc_solution_4th
  6. 2018CIKM AnalytiCup – 阿里小蜜机器人跨语言短文本匹配算法竞赛
  7. Rank2: https://github.com/zake7749/Closer
  8. Rank12: https://github.com/Leputa/CIKM-AnalytiCup-2018
  9. Rank18: https://github.com/VincentChen525/Tianchi/tree/master/CIKM AnalytiCup 2018
  10. 路透社新闻数据集“深度”探索性分析(词向量/情感分析)
  11. https://www.kaggle.com/hoonkeng/deep-eda-word-embeddings-sentiment-analysis/notebook
  12. “神策杯”2018 高校算法大师赛(关键词提取)
  13. Rank1: http://www.dcjingsai.com/common/bbs/topicDetails.html?tid=2382
  14. Rank2: https://github.com/bigzhao/Keyword_Extraction
  15. Rank5: https://github.com/Dikea/ShenceCup.extract_keywords
  16. 知乎看山杯
  17. Rank1: https://github.com/chenyuntc/PyTorchText
  18. Rank2: https://github.com/Magic-Bubble/Zhihu
  19. Rank6: https://github.com/yongyehuang/zhihu-text-classification
  20. Rank9: https://github.com/coderSkyChen/zhihu_kanshan_cup_2017
  21. Rank21: https://github.com/zhaoyu87/zhihu
  22. 2018 CCL 客服领域用户意图分类评测
  23. Rank1: https://github.com/nlpjoe/2018-CCL-UIIMCS
  24. 第二届搜狐内容识别大赛
  25. Rank1: https://github.com/zhanzecheng/SOHU_competition
  26. 科赛 - 百度 PaddlePaddle AI 大赛——智能问答
  27. Rank3: https://github.com/312shan/rc_tf
  28. 2018 kaggle quora insincere questions classification
  29. Rank1: https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/80568
  30. Rank13: https://mp.weixin.qq.com/s/DD-BOtPbGCXvxfFxL-qOgg
  31. Rank153: https://github.com/jetou/kaggle-qiqc

CV

  1. 219 CCF 视频版权检测
  2. Baseline 0.0001: https://github.com/finlay-liu/kaggle_public
  3. Kaggle-TGS
  4. Rank1: http://t.cn/EzkDlOC
  5. Rank4:
  • http://t.cn/EzuvemA

  • http://t.cn/EzuPvfp
  1. Rank9: http://t.cn/EznzvYv
  2. Rank11: https://github.com/iasawseen/Kaggle-TGS-salt-solution
  3. Rank14: https://github.com/lRomul/argus-tgs-salt
  4. Rank15: https://github.com/adam9500370/Kaggle-TGS
  5. Rank22: http://t.cn/EzYkR6i
  6. Rank56: https://github.com/Gary-Deeplearning/TGS-Salt
  7. Kaggle Google 地标检索
  8. Rank1: http://t.cn/R1i7Xiy
  9. Rank14: http://t.cn/R1nQriY
  10. Lyft 感知挑战赛
  11. 赛题: http://t.cn/RBtrJcE
  12. Rank4:
  • http://t.cn/RBtrMdw

  • http://t.cn/RBJnlug
  1. Kaggle CVPR 2018 WAD 视频分割
  2. Rank2: http://t.cn/Ehp4Ggm
  3. Kaggle Google AI Open Images
  4. Rank15: http://t.cn/RF1jnis
  5. Quick Draw! Kaggle Competition Starter Pack
  6. http://t.cn/EZAoZDM
  7. Kaggle 植物幼苗图像分类挑战赛
  8. Rank1: http://t.cn/RBssjf6
  9. Kaggle Airbus Ship Detection Challenge (Kaggle 卫星图像船舶检测比赛)
  10. Rank8: https://github.com/SeuTao/Kaggle_Airbus2018_8th_code
  11. Rank21: https://github.com/pascal1129/kaggle_airbus_ship_detection
  12. kaggle RSNA Pneumonia Detection
  13. Rank1: https://github.com/i-pan/kaggle-rsna18
  14. Rank2: https://github.com/SeuTao/Kaggle_TGS2018_4th_solution
  15. Rank3: https://github.com/pmcheng/rsna-pneumonia
  16. Rank6: https://github.com/pfnet-research/pfneumonia
  17. Rank10: https://github.com/alessonscap/rsna-challenge-2018
  18. Kaggle PLAsTiCC Astronomical Classification Competition（PLAsTiCC 天文分类比赛）
  19. Rank1: https://www.kaggle.com/c/PLAsTiCC-2018/discussion/75033
  20. Rank2: https://www.kaggle.com/c/PLAsTiCC-2018/discussion/75059
  21. Rank3:
  • https://www.kaggle.com/c/PLAsTiCC-2018/discussion/75116

  • https://www.kaggle.com/c/PLAsTiCC-2018/discussion/75131

  • https://www.kaggle.com/c/PLAsTiCC-2018/discussion/75222
  1. Rank4: https://github.com/aerdem4/kaggle-plasticc
  2. Rank5: https://www.kaggle.com/c/PLAsTiCC-2018/discussion/75040
  3. Kaggle Human Protein Atlas Image Classification Challenge（Kaggle 人类蛋白质图谱图像分类比赛）
  4. Rank3: https://github.com/pudae/kaggle-hpa
  5. SpaceNet Challenge Round 4: Off-Nadir Buildings（SpaceNet 挑战卫星图片建筑物识别）
  6. RankX: https://github.com/SpaceNetChallenge/SpaceNet_Off_Nadir_Solutions
  7. Kaggle Humpback Whale Identification Challenge（Kaggle 座头鲸识别比赛）
  8. Rank1: https://github.com/earhian/Humpback-Whale-Identification-1st-
  9. Rank7: https://medium.com/@ducha.aiki/thanks-radek-7th-place-solution-to-hwi-2019-competition-738624e4c885
  10. kaggle Carvana Image Masking Challenge
  11. Rank1:https://github.com/asanakoy/kaggle_carvana_segmentation
  12. Rank3:https://github.com/lyakaap/Kaggle-Carvana-3rd-place-solution
  13. kaggle Statoil/C-CORE Iceberg Classifier Challenge
  14. Rank4: https://github.com/asydorchuk/kaggle/blob/master/statoil/README.md
  15. kaggle 2018 Data Science Bowl
  16. Rank1: https://github.com/selimsef/dsb2018_topcoders
  17. Rank2: https://github.com/jacobkie/2018DSB
  18. Rank3: https://github.com/Lopezurrutia/DSB_2018
  19. Rank4: https://github.com/pdima/kaggle_2018_data_science_bowl_solution
  20. Rank5: https://github.com/mirzaevinom/data_science_bowl_2018

其它资源列表

  1. DatSciComp 数据比赛资讯（t.cn/RuhuusJ）
  2. ApaheCN 的 kaggle 资料链接（t.cn/RgVYII7）
  3. Kagge top 方案整理（t.cn/RMrYpAi）
  4. Data cmpetition Top Solution 数据竞赛 Top 解决方案开源整理（t.cn/EAlIgOi）
  5. 介绍 feaexp 一个帮助理解特征的工具包（t.cn/Ew1gF6c）
  6. Ask Me Aything session with a Kaggle Grandmaster Vladimir I. Iglovikov（t.cn/Eww4nnu）PDF（t.cn/Eww4nnm）
  7. Owen Zhan 访谈: Kaggle 制胜的秘密（t.cn/RBzPcyg）
  8. How to Copete for Zillow Prize at Kaggle（t.cn/AiRXMjL9）
  9. Profiling op Kagglers: Martin Henze（t.cn/RrWSadX）
  10. Kaggle 数据科学词表（t.cn/Rdx72Cn）
  11. Kaggle 比赛优胜方汇总（t.cn/Rdkj3Co）
  12. Kaggle 比赛实战教程Pandas Matplotlib XGBoost/Colab)（t.cn/ReIJOX0）
  13. llSourcell/kagge_challenge（t.cn/ReIJOXK）
  14. Kaggle 看照片猜相机比赛得分享（t.cn/Rkz5Q9y）PDF（t.cn/Rkz5Q9L）
  15. Kaggle 在线分类广告需求预测赛优胜方案分享（t.cn/RFpQg9O）
  16. Kaggle | Winner Iterview （t.cn/EvfActw）
  17. 2018 NIPS 视觉对抗挑战总结（.cn/EAMqw0P）

大佬的 Git

  1. 植物: https://github.om/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
  8. Cortex Lab: https://github.com/CortexFoundation

贡献者

  • Smile（t.cn/AiRXMjeN）飞龙（t.cn/R4TanTd）
  • SlideLucask（t.cn/AiRXMYSA）
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