# Data-Competition-TopSolution **Repository Path**: algo_coding/Data-Competition-TopSolution ## Basic Information - **Project Name**: Data-Competition-TopSolution - **Description**: Data competition Top Solution 数据竞赛top解决方案开源整理 - **Primary Language**: Unknown - **License**: Not specified - **Default Branch**: master - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2021-11-08 - **Last Updated**: 2021-11-08 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README Data competition Top Solution 数据竞赛Top解决方案开源整理 -- 持续更新中 欢迎大家一起参加 [![Badge](https://img.shields.io/badge/link-996.icu-%23FF4D5B.svg?style=flat-square)](https://996.icu/#/en_US) ## 一、数据竞赛： 1. 2018科大讯飞AI营销算法大赛 Rank1：https://zhuanlan.zhihu.com/p/47807544 Rank2：https://github.com/infturing/kdxf Rank21：https://github.com/Michaelhuazhang/-AI21- 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.csdnnet/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. 2017腾讯广告算法大赛 Rank14: https://github.com/freelzy/Tencent_Social_Ads Rank20: https://github.com/shenweichen/Tencent_Social_Ads2017_Mobile_App_pCVR 5. 2018高校大数据挑战赛-快手活跃用户预测 Rank1： https://github.com/drop-out/RNN-Active-User-Forecast https://zhuanlan.zhihu.com/p/42622063 Rank4: https://github.com/chantcalf/2018-Rank4- 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 Rank15: https://github.com/sunwantong/Kuaishou-Active-User Rank20: https://github.com/bigzhao/Kuaishou_2018_rank20th 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 Rank35：https://github.com/chizhu/kuaishou2018 6. 2018JDATA 用户购买时间预测 Rank9：https://zhuanlan.zhihu.com/p/45141799 7. 2018 DF风机叶片开裂预警 Rank2：https://github.com/SY575/DF-Early-warning-of-the-wind-power-system 8. 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 9. 智慧金融马上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 10. 2016融360-用户贷款风险预测 Rank7：https://github.com/hczheng/Rong360 11. 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：https://github.com/PPshrimpGo/BDCI2018-ChinauUicom-1st-solution Rank2：https://github.com/PandasCute/2018-CCF-BDCI-China-Unicom-Research-Institute-top2 Rank4：https://github.com/jinchenyu/2018_CCF_BDCI_ChinaUicom_rank4_solution Rank6：https://github.com/ZengHaihong/2018_CCF_BDCI_ChinaUnicom_Package_Match_Rank6 12. 2017 CCF-商场中精确定位用户所在店铺 Rank1：https://github.com/drop-out/Tianchi-Wifi-Positioning 13. 2018 CCF-汽车行业用户观点主题及情感识别ASC挑战赛 Rank1: https://github.com/yilirin/BDCI_Car_2018 Rank7: https://github.com/nlpjoe/CCF-BDCI-Automotive-Field-ASC-2018 14. 2016 CCF-020优惠券使用预测 Rank1: https://github.com/wepe/O2O-Coupon-Usage-Forecast 15. 2016 ccf-农产品价格预测 Rank2: https://github.com/xing89qs/CCF_Product Rank35: https://github.com/wqlin/ccf-price-prediction 16. 2016 ccf-客户用电异常 Rank4: https://github.com/AbnerYang/2016CCF-StateGrid 17. 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 18. 2016 ccf-联通的用户轨迹 RankX: https://github.com/xuguanggen/2016CCF-unicom 19. 2016 ccf-Human or Robots Rank6: https://github.com/pickou/ccf_human_or_robot 20. 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 21. (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](https://github.com/pdima/kaggle_2018_data_science_bowl_solution) 22. 2018对抗挑战优胜经验分享 by snakers41: http://t.cn/RBMaq4y GitHub:http://t.cn/RBMlfBH 23. Galaxy Zoo challenge http://benanne.github.io/2014/04/05/galaxy-zoo.html 24. Kaggle Home Credit违约风险预测 Rank1: http://t.cn/RFsoHgv 25. Kaggle 2017 Santa competition Rank54: https://github.com/bigzhao/MPI-Hungarian-method 26. Kaggle 2017 Porto Seguro’s Safe Driver Prediction Rank131: https://bigzhao.github.io/2017/12/18/kaggle-silver/ 27. 第三届阿里云安全算法挑战赛 Rank1: https://github.com/poteman/Alibaba-3rd-Security-Algorithm-Challenge 28. 2018dc-新网银行杯 Rank3：https://github.com/Smilexuhc/Xingwangbankcup-top3 Rank4：https://github.com/TingNie/CreditForecast 29. 2018 AI Challenger 全球AI挑战赛 - 细粒度用户评论情感分析 Rank1：https://github.com/chenghuige/wenzheng Rank16：https://github.com/xueyouluo/fsauor2018 Rank17: https://github.com/BigHeartC/Al_challenger_2018_sentiment_analysis 30. 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: https://github.com/SunnyMarkLiu/Datacastle_Travel_Services_Predict Rank?: https://github.com/zlxy9892/DC_hbc 31. 2018 ATEC 蚂蚁金服NLP智能客服比赛 Rank16：https://github.com/zle1992/atec 32. 2018 ATEC 蚂蚁金服NLP蚂蚁金服金融大脑赛题 Rank18：https://github.com/ziweipolaris/atec2018-nlp 33. DataCastle-城市治理大数据应用创意方案赛 Rank1: https://github.com/poteman/DataCastle-Urban-governance-competition 34. Kaggle - Crowdflower Search Results Relevance Rank1: https://github.com/ChenglongChen/Kaggle_CrowdFlower 35. 第三届融360天机智能金融算法挑战赛 - 特征挖掘 Rank1: https://github.com/xSupervisedLearning/Rong360_feature_mining_1st_solution 36. 2017 摩拜杯算法挑战赛 Rank3: https://github.com/Magic-Bubble/Mobike 37. 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: https://github.com/sunwantong/China-Merchants-Bank-credit-card-Cente-User-purchase-forecast 38. 天池糖尿病血糖预测比赛 精准医疗 Rank24: https://github.com/xingyuezhiji/Diabetes 39. 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: https://github.com/yinchangchang/ocr_densenet 40. 2019 KaggleDays Paris offline competition（Kaggle产品销售额预测比赛优胜方案） Rank1: https://github.com/mxbi/kaggledays-paris 41. 2019 Kaggle Freesound Audio Tagging Rank1: https://github.com/qrfaction/1st-Freesound-Audio-Tagging-2019 41. Kaggle iMaterialist (Fashion) 2019 at FGVC6 Rank1: https://github.com/amirassov/kaggle-imaterialist ## 二、NLP： 1. 2018 DC达观-文本智能处理挑战 Rank1: https://github.com/ShawnyXiao/2018-DC-DataGrand-TextIntelProcess Rank2：https://github.com/CortexFoundation/- Rank4: https://github.com/hecongqing/2018-daguan-competition Rank8：https://github.com/Rowchen/Text-classifier Rank10: https://github.com/moneyDboat/data_grand Rank11：https://github.com/TianyuZhuuu/DaGuan_TextClassification_Rank11 Rank18: https://github.com/nlpjoe/daguan-classify-2018 RankX: https://github.com/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 https://github.com/qrfaction/paipaidai rank12 https://www.jianshu.com/p/827dd447daf9 https://github.com/LittletreeZou/Question-Pairs-Matching Rank16：https://github.com/guoday/PaiPaiDai2018_rank16 Rank29: https://github.com/wangjiaxin24/daguan_NLP 3. 2018JD Dialog Challenge 任务导向型对话系统挑战赛 Rank2: https://github.com/Dikea/Dialog-System-with-Task-Retrieval-and-Seq2seq Rank3: https://github.com/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: https://github.com/zake7749/Closer Rank12：https://github.com/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: https://github.com/bigzhao/Keyword_Extraction Rank5: https://github.com/Dikea/ShenceCup.extract_keywords 7. 知乎看山杯： Rank1：https://github.com/chenyuntc/PyTorchText Rank2：https://github.com/Magic-Bubble/Zhihu Rank6：https://github.com/yongyehuang/zhihu-text-classification Rank9：https://github.com/coderSkyChen/zhihu_kanshan_cup_2017 Rank21：https://github.com/zhaoyu87/zhihu 8. 2018 CCL 客服领域用户意图分类评测 Rank1：https://github.com/nlpjoe/2018-CCL-UIIMCS 9. 第二届搜狐内容识别大赛 Rank1：https://github.com/zhanzecheng/SOHU_competition 10. 科赛 - 百度 PaddlePaddle AI 大赛——智能问答 Rank3：https://github.com/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: https://github.com/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:https://github.com/iasawseen/Kaggle-TGS-salt-solution Rank15:https://github.com/adam9500370/Kaggle-TGS Rank22: http://t.cn/EzYkR6i Rank56 https://github.com/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: https://github.com/SeuTao/Kaggle_Airbus2018_8th_code Rank21: https://github.com/pascal1129/kaggle_airbus_ship_detection 9. kaggle RSNA Pneumonia Detection Rank1: https://github.com/i-pan/kaggle-rsna18 Rank2: https://github.com/SeuTao/Kaggle_TGS2018_4th_solution Rank3: https://github.com/pmcheng/rsna-pneumonia Rank6: https://github.com/pfnet-research/pfneumonia Rank10: https://github.com/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: https://github.com/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: https://github.com/pudae/kaggle-hpa 12. SpaceNet Challenge Round 4: Off-Nadir Buildings（SpaceNet挑战卫星图片建筑物识别） Rank*: https://github.com/SpaceNetChallenge/SpaceNet_Off_Nadir_Solutions 13. Kaggle Humpback Whale Identification Challenge（Kaggle座头鲸识别比赛） Rank1: https://github.com/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： * 数据比赛资讯：https://github.com/iphysresearch/DataSciComp * ApacheCN 的kaggle资料链接：https://github.com/apachecn/kaggle * Kaggle top方案整理：https://github.com/EliotAndres/kaggle-past-solutions * 介绍featexp 一个帮助理解特征的工具包 http://www.sohu.com/a/273552971_129720 * Ask Me Anything session with a Kaggle Grandmaster Vladimir I. Iglovikov PDF：https://pan.baidu.com/s/1XkFwko_YrI5TfjjIai7ONQ * Owen Zhang访谈：Kaggle制胜的秘密 http://t.cn/RBzPcyg * How to Compete for Zillow Prize at Kaggle https://www.datasciencecentral.com/profiles/blogs/how-to-compete-for-zillow-prize-at-kaggle * Profiling Top Kagglers: Martin Henze http://blog.kaggle.com/2018/06/19/tales-from-my-first-year-inside-the-head-of-a-recent-kaggle-addict/ * Kaggle数据科学词汇表 http://t.cn/Rdx72Cn * Kaggle比赛优胜方案汇总 http://t.cn/Rdkj3Co * Kaggle比赛实战教程(Pandas, Matplotlib, XGBoost/Colab) http://t.cn/ReIJOX0 http://t.cn/ReIJOXK * Kaggle看照片猜相机比赛心得分享 http://t.cn/Rkz5Q9y pdf:http://t.cn/Rkz5Q9L * Kaggle在线分类广告需求预测比赛优胜方案分享 http://t.cn/RFpQg9O * Kaggle | Winner Interview http://blog.kaggle.com/2018/09/14/pei-lien-chou/ * Ask Me Anything session with a Kaggle Grandmaster Vladimir I. Iglovikov http://t.cn/Eww4nnu * 2018 NIPS视觉对抗挑战总结 http://t.cn/EAMqw0P ### 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:smile.xuhc@gmail.com PUSH qq:1471386635 Email:1471386635@qq.com dive2space qq: 1124361357 Email:dive2space@qq.com Jean_V qq:2398963799 Email:jianwu925@qq.com