Data Competition Topsolution

Data competition Top Solution 数据竞赛top解决方案开源整理
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Data competition Top Solution 数据竞赛Top解决方案开源整理

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一、数据竞赛:

  1. 2019 CCF 基于OCR的身份证要素提取
    Rank1: Mingtzge/2019-CCF-BDCI-OCR-MCZJ-OCR-IdentificationIDElement

  2. 2019 CCF 云计算时代的大数据查询分析优化
    Rank1: hezuojiao/bigdata_race

  3. 2019 CCF 多人种人脸识别
    Rank1: themostnewone/2019ccf

  4. 2019 CCF 三角形图计算算法设计及性能优化
    Rank1: YangWuuu/CCF_BDCI_2019_TRICOUNT

  5. 2019 CCF 离散制造过程中典型工件的质量符合率预测
    Rank1: CcIsHandsome/-TOP1-

  6. 2019 CCF 乘用车细分市场销量预测
    Rank1: cxq80803716/2019-CCF-BDCI-Car_sales

  7. 2019 CCF 金融信息负面及主体判定
    Rank1: xiong666/ccf_financial_negative

  8. 2019 CCF 视频版权检测算法
    Rank1: landlee001/Video-infringement-detection

  9. 2019 CCF “技术需求”与“技术成果”项目之间关联度计算模型
    Rank1: Makaixin/Correlation-between-requirements-and-achievements

  10. 2019 智能盘点—钢筋数量AI识别
    Rank1: HarleysZhang/detect_steel_number

  11. 2019 混凝土泵车砼活塞故障预警
    Rank1: pinlank/DCIC_Failure-Prediction-of-Concrete-Piston-for-Concrete-Pump-Vehicles_1st

  12. 2019 消费者人群画像—信用智能评分
    Rank1: C-rawler/DCIC-2019-Credit-intelligence-score-2th-Place
    Rank2: xy0210/DCIC-2019-China-Mobile

  13. 2019 汽车论坛消费者用车体验内容的判别与标注
    Rank1: w5688414/car-forum-customer

  14. 2019 第五届“四维图新”杯创新大赛
    Rank1: zhengye1995/datafountain_siweituxin_autodriver_det

  15. 2019 安全AI挑战者计划第二期 - ImageNet图像分类对抗攻击
    Rank1: https://drive.google.com/open?id=1Up1fV-PaiHin3xSqXicsP9yyc1dWUD47
    Rank2: IDKiro/Attack-ImageNet
    Rank3: Equationliu/Attack-ImageNet

  16. 2019 "合肥高新杯"心电人机智能大赛
    Rank1: RandomWalk-xzq/Hefei_ECG_TOP1

  17. 2019 华为账号用户人口属性预测
    Rank14: WeavingWong/DigiX_HuaWei_Population_Age_Attribution_Predict

  18. 第四届“魔镜杯”数据应用大赛
    Rank2: LibraM9/ppd_mirror
    Baseline1: zzz333za/ppd
    Baseline2: vinklibrary/ppd_mojing4

  19. 2019 “创青春·交子杯”新网银行高校金融科技挑战赛
    Rank1: TimeChi/Lip_Reading_Competition
    Rank6: liuzhejun/XWbank_LipReading

  20. 2019 国能日新第二届光伏功率预测赛
    Rank25: jsnuwjl/Photovoltaic_power

  21. 2019 “雅典娜杯”数据挖掘大赛邀请赛
    Rank14: shaobo76/ydn2019
    Rank17: Travisgogogo/2019-ABC-Athena

  22. 2019 厦门国际银行“数创金融杯”数据建模大赛
    Rank6: yanqiangmiffy/Data-Finance-Cup

  23. 2019 Urban Region Function Classification
    Rank2: zhuqunxi/Urban-Region-Function-Classification

  24. 2019 短视频内容理解与推荐竞赛
    Rank8: https://www.zhuanzhi.ai/document/57000873027e2910fd452f42c90b2104

  25. 2019 DigSci 科学数据挖掘大赛
    Rank1: https://zhuanlan.zhihu.com/p/88664963
    Rank2: https://zhuanlan.zhihu.com/p/88257675

  26. 2018科大讯飞AI营销算法大赛
    Rank1:https://zhuanlan.zhihu.com/p/47807544
    Rank2:infturing/kdxf
    Rank21:Michaelhuazhang/-AI21-

  27. 2018 IJCAI 阿里妈妈搜索广告转化预测
    Rank1:plantsgo/ijcai-2018
    Rank2:YouChouNoBB/ijcai-18-top2-single-mole-solution
    https://blog.csdnnet/Bryan__/article/details/80600189
    Rank3: luoda888/2018-IJCAI-top3
    Rank8: fanfanda/ijcai_2018
    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_2018
    Rank81: wzp123456/IJCAI_18
    Rank94: Yangtze121/-IJCAI-18-

  28. 2018腾讯广告算法大赛
    Rank3: DiligentPanda/Tencent_Ads_Algo_2018
    rank6: nzc/tencent-contest
    Rank7: guoday/Tencent2018_Lookalike_Rank7th
    Rank9: ouwenjie03/tencent-ad-game
    Rank10: keyunluo/Tencent2018_Lookalike_Rank10th
    rank10(初赛): ShawnyXiao/2018-Tencent-Lookalike
    Rank11: liupengsay/2018-Tencent-social-advertising-algorithm-contest
    https://my.oschina.net/xtzggbmkk/blog/1865680
    Rank26: zsyandjyhouse/TencentAD_contest
    Rank33: John-Yao/Tencent_Social_Ads2018
    Rank69: BladeCoda/Tencent2018_Final_Phrase_Presto

  29. 2017腾讯广告算法大赛
    Rank14: freelzy/Tencent_Social_Ads
    Rank20: shenweichen/Tencent_Social_Ads2017_Mobile_App_pCVR

  30. 2018高校大数据挑战赛-快手活跃用户预测
    Rank1: drop-out/RNN-Active-User-Forecast
    https://zhuanlan.zhihu.com/p/42622063
    Rank4: chantcalf/2018-Rank4-
    Rank13(初赛 a榜rank2 b榜rank5): luoda888/2018-KUAISHOU-TSINGHUA-Top13-Solutions
    totoruo/KuaiShou2018-RANK13-RNN
    Rank15: sunwantong/Kuaishou-Active-User
    Rank20: bigzhao/Kuaishou_2018_rank20th
    Rank28(初赛 a榜rank1 b榜rank2):YangKing0834131/2018-KUAISHOU-TSINGHUA-Top28-Solutions-
    FNo0/2018-KUAISHOU-Top28
    Rank35:chizhu/kuaishou2018

  31. 2018JDATA 用户购买时间预测
    Rank9:https://zhuanlan.zhihu.com/p/45141799

  32. 2018 DF风机叶片开裂预警
    Rank2:SY575/DF-Early-warning-of-the-wind-power-system

  33. 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

  34. 智慧金融马上AI全球挑战者大赛-违约用户风险预测
    Rank1:chenkkkk/User-loan-risk-prediction

  35. 2016融360-用户贷款风险预测
    Rank7:hczheng/Rong360

  36. 2018 CCF-面向电信行业存量用户的智能套餐个性化匹配模型
    Rank1:PPshrimpGo/BDCI2018-ChinauUicom-1st-solution
    Rank2:PandasCute/2018-CCF-BDCI-China-Unicom-Research-Institute-top2
    Rank4:jinchenyu/2018_CCF_BDCI_ChinaUicom_rank4_solution
    Rank6:ZengHaihong/2018_CCF_BDCI_ChinaUnicom_Package_Match_Rank6

  37. 2017 CCF-商场中精确定位用户所在店铺
    Rank1:drop-out/Tianchi-Wifi-Positioning

  38. 2018 CCF-汽车行业用户观点主题及情感识别ASC挑战赛
    Rank1: yilirin/BDCI_Car_2018
    Rank7: nlpjoe/CCF-BDCI-Automotive-Field-ASC-2018

  39. 2016 CCF-020优惠券使用预测
    Rank1: wepe/O2O-Coupon-Usage-Forecast

  40. 2016 ccf-农产品价格预测
    Rank2: xing89qs/CCF_Product
    Rank35: wqlin/ccf-price-prediction

  41. 2016 ccf-客户用电异常
    Rank4: AbnerYang/2016CCF-StateGrid

  42. 2016 ccf-搜狗的用户画像比赛
    Rank1: hengchao0248/ccf2016_sougou
    Rank3: AbnerYang/2016CCF-SouGou
    Rank5: dhdsjy/2016_CCFsougou
    dhdsjy/2016_CCFsougou2
    prozhuchen/2016CCF-sougou
    coderSkyChen/2016CCF_BDCI_Sougou

  43. 2016 ccf-联通的用户轨迹
    RankX: xuguanggen/2016CCF-unicom

  44. 2016 ccf-Human or Robots
    Rank6: pickou/ccf_human_or_robot

  45. 菜鸟-需求预测与分仓规划
    Rank6: wepe/CaiNiao-DemandForecast-StoragePlaning
    Rank10: xing89qs/TianChi_CaiNiao_Season2

  46. (Kaggle)2018 Data Science Bow
    Rank1: https://www.kaggle.com/c/data-science-bowl-2018/discussion/54741
    Rank4: https://www.kaggle.com/c/data-science-bowl-2018/discussion/55118 & Github

  47. 2018对抗挑战优胜经验分享
    by snakers41: http://t.cn/RBMaq4y
    GitHub:http://t.cn/RBMlfBH

  48. Galaxy Zoo challenge
    http://benanne.github.io/2014/04/05/galaxy-zoo.html

  49. Kaggle Home Credit违约风险预测
    Rank1: http://t.cn/RFsoHgv

  50. Kaggle 2017 Santa competition
    Rank54: bigzhao/MPI-Hungarian-method

  51. Kaggle 2017 Porto Seguro’s Safe Driver Prediction
    Rank131: https://bigzhao.github.io/2017/12/18/kaggle-silver/

  52. 第三届阿里云安全算法挑战赛
    Rank1: poteman/Alibaba-3rd-Security-Algorithm-Challenge

  53. 2018dc-新网银行杯
    Rank3:Smilexuhc/Xingwangbankcup-top3
    Rank4:TingNie/CreditForecast

  54. 2018 AI Challenger 全球AI挑战赛 - 细粒度用户评论情感分析
    Rank1:chenghuige/wenzheng
    Rank16:xueyouluo/fsauor2018
    Rank17: BigHeartC/Al_challenger_2018_sentiment_analysis

  55. 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
    Rank4: SunnyMarkLiu/Datacastle_Travel_Services_Predict
    Rank?: zlxy9892/DC_hbc

  56. 2018 ATEC 蚂蚁金服NLP智能客服比赛
    Rank16:zle1992/atec

  57. 2018 ATEC 蚂蚁金服NLP蚂蚁金服金融大脑赛题
    Rank18:ziweipolaris/atec2018-nlp

  58. DataCastle-城市治理大数据应用创意方案赛
    Rank1: poteman/DataCastle-Urban-governance-competition

  59. Kaggle - Crowdflower Search Results Relevance
    Rank1: ChenglongChen/Kaggle_CrowdFlower

  60. 第三届融360天机智能金融算法挑战赛 - 特征挖掘
    Rank1: xSupervisedLearning/Rong360_feature_mining_1st_solution

  61. 2017 摩拜杯算法挑战赛
    Rank3: Magic-Bubble/Mobike

  62. DataFountain - 招商银行信用卡中心 消费金融场景下的用户购买预测
    Rank1: sunwantong/China-Merchants-Bank-credit-card-Cente-User-purchase-forecast

  63. 天池糖尿病血糖预测比赛 精准医疗
    Rank24: xingyuezhiji/Diabetes

  64. 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)
    Rank1: yinchangchang/ocr_densenet

  65. 2019 KaggleDays Paris offline competition(Kaggle产品销售额预测比赛优胜方案)
    Rank1: mxbi/kaggledays-paris

  66. 2019 Kaggle Freesound Audio Tagging
    Rank1: qrfaction/1st-Freesound-Audio-Tagging-2019

  67. Kaggle iMaterialist (Fashion) 2019 at FGVC6
    Rank1: amirassov/kaggle-imaterialist

二、NLP:

  1. 2018 DC达观-文本智能处理挑战 Rank1: ShawnyXiao/2018-DC-DataGrand-TextIntelProcess
    Rank2:CortexFoundation/-
    Rank4: hecongqing/2018-daguan-competition
    Rank8:Rowchen/Text-classifier
    Rank10: moneyDboat/data_grand Rank11:TianyuZhuuu/DaGuan_TextClassification_Rank11
    Rank18: nlpjoe/daguan-classify-2018
    RankX: yanqiangmiffy/daguan

  2. 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 https://www.jianshu.com/p/827dd447daf9 LittletreeZou/Question-Pairs-Matching
    Rank16:guoday/PaiPaiDai2018_rank16
    Rank29: wangjiaxin24/daguan_NLP

  3. 2018JD Dialog Challenge 任务导向型对话系统挑战赛
    Rank2: Dikea/Dialog-System-with-Task-Retrieval-and-Seq2seq
    Rank3: zengbin93/jddc_solution_4th

  4. 2018CIKM 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-2018
    Rank18: https://github.com/VincentChen525/Tianchi/tree/master/CIKM%20AnalytiCup%202018

  5. 路透社新闻数据集“深度”探索性分析(词向量/情感分析)
    https://www.kaggle.com/hoonkeng/deep-eda-word-embeddings-sentiment-analysis/notebook

  6. “神策杯”2018高校算法大师赛(关键词提取)
    Rank1: http://www.dcjingsai.com/common/bbs/topicDetails.html?tid=2382
    Rank2: bigzhao/Keyword_Extraction
    Rank5: https://github.com/Dikea/ShenceCup.extract_keywords

  7. 知乎看山杯:
    Rank1:chenyuntc/PyTorchText
    Rank2:Magic-Bubble/Zhihu
    Rank6:yongyehuang/zhihu-text-classification Rank9:coderSkyChen/zhihu_kanshan_cup_2017
    Rank21:zhaoyu87/zhihu

  8. 2018 CCL 客服领域用户意图分类评测
    Rank1:nlpjoe/2018-CCL-UIIMCS

  9. 第二届搜狐内容识别大赛
    Rank1:zhanzecheng/SOHU_competition

  10. 科赛 - 百度 PaddlePaddle AI 大赛——智能问答
    Rank3:312shan/rc_tf

  11. 2018 kaggle quora insincere questions classification Rank1: https://www.kaggle.com/c/quora-insincere-questions-classification/discussion/80568 Rank13: https://mp.weixin.qq.com/s/DD-BOtPbGCXvxfFxL-qOgg Rank153: jetou/kaggle-qiqc

三、CV:

  1. Kaggle-TGS Rank1: http://t.cn/EzkDlOC
    Rank4: http://t.cn/EzuvemA
    http://t.cn/EzuPvfp
    Rank9: http://t.cn/EznzvYv
    Rank11:iasawseen/Kaggle-TGS-salt-solution Rank15:adam9500370/Kaggle-TGS Rank22: http://t.cn/EzYkR6i
    Rank56 Gary-Deeplearning/TGS-Salt

  2. Kaggle Google地标检索
    Rank1: http://t.cn/R1i7Xiy
    Rank14: http://t.cn/R1nQriY

  3. Lyft感知挑战赛
    赛题: http://t.cn/RBtrJcE
    Rank4: http://t.cn/RBtrMdw
    http://t.cn/RBJnlug

  4. (Kaggle)CVPR 2018 WAD视频分割
    Rank2: http://t.cn/Ehp4Ggm

  5. Kaggle Google AI Open Images
    Rank15: http://t.cn/RF1jnis

  6. Quick, Draw! Kaggle Competition Starter Pack
    http://t.cn/EZAoZDM

  7. Kaggle植物幼苗图像分类挑战赛
    Rank1: http://t.cn/RBssjf6

  8. Kaggle Airbus Ship Detection Challenge (Kaggle卫星图像船舶检测比赛)
    Rank8: SeuTao/Kaggle_Airbus2018_8th_code
    Rank21: pascal1129/kaggle_airbus_ship_detection

  9. kaggle RSNA Pneumonia Detection
    Rank1: i-pan/kaggle-rsna18
    Rank2: SeuTao/Kaggle_TGS2018_4th_solution
    Rank3: pmcheng/rsna-pneumonia
    Rank6: pfnet-research/pfneumonia
    Rank10: alessonscap/rsna-challenge-2018

  10. Kaggle PLAsTiCC Astronomical Classification Competition(PLAsTiCC 天文分类比赛)
    Rank1: https://www.kaggle.com/c/PLAsTiCC-2018/discussion/75033
    Rank2: https://www.kaggle.com/c/PLAsTiCC-2018/discussion/75059
    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
    Rank4: aerdem4/kaggle-plasticc
    Rank5: https://www.kaggle.com/c/PLAsTiCC-2018/discussion/75040

  11. Kaggle Human Protein Atlas Image Classification Challenge(Kaggle 人类蛋白质图谱图像分类比赛)
    Rank3: pudae/kaggle-hpa

  12. SpaceNet Challenge Round 4: Off-Nadir Buildings(SpaceNet挑战卫星图片建筑物识别)
    Rank*: SpaceNetChallenge/SpaceNet_Off_Nadir_Solutions

  13. Kaggle Humpback Whale Identification Challenge(Kaggle座头鲸识别比赛)
    Rank1: earhian/Humpback-Whale-Identification-1st-
    Rank7: https://medium.com/@ducha.aiki/thanks-radek-7th-place-solution-to-hwi-2019-competition-738624e4c885

四、大佬的Github:

  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
  8. Cortex Lab:https://github.com/CortexFoundation

五、资源整理:

六、数据集:

【开放数据集大列表】《Open Datasets | Skymind》 http://t.cn/RFAoweW

【数据集搜索引擎:Google启动新搜索引擎帮助科学家找到需要的数据集】http://t.cn/RsAHucP https://www.blog.google/products/search/making-it-easier-discover-datasets/
Dataset Search:http://t.cn/RsAHuch

【fast.ai开放数据集】“fast.ai Datasets” http://t.cn/Ezzp51m ref:《The new fast.ai research datasets collection, on AWS Open Data》 http://t.cn/EzzpXQ5 种子来了 http://t.cn/EzA7XpZ

【计算机视觉“小众”数据集集锦】《Rare Datasets for Computer Vision Every Machine Learning Expert Must Work With》 http://t.cn/EZE9Vb7

PS: 特别感谢金老师对整理比赛开源已做出的贡献,特别是在2016年的ccf大赛中 团队联系方式:
Smile qq:240485545 Email:[email protected]
PUSH qq:1471386635 Email:[email protected]
dive2space qq: 1124361357 Email:[email protected]
Jean_V qq:2398963799 Email:[email protected]

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