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    README.md

    数据科学/人工智能比赛解决方案汇总

    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

    结构化数据/时间序列

    1. 2019 腾讯广告算法大赛

      Rank1: https://github.com/guoday/Tencent2019_Preliminary_Rank1st

    2. 2019 CCF 乘用车细分市场销量预测

      EDA: http://lambda-xmu.club/2018/08/27/2019CCF-Car-Sales-EDA/

      Baseline 0.488: https://zhuanlan.zhihu.com/p/79940352

      Baseline 0.511: https://blog.csdn.net/weixin_43593330/article/details/100175414

    3. 2019 CCF 离散制造过程中典型工件的质量符合率预测

      EDA1: http://lambda-xmu.club/2018/08/25/2019CCF-Work-Piece-EDA/

      EDA2: http://lambda-xmu.club/2018/09/04/2019CCF-Work-Piece-EDA-Part2/

      Baseline 0.678: https://github.com/destiny19960207/CCF_BDCI2019_discrete-manufacturing

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

    4. 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-

    5. 2018 IJCAI 阿里妈妈搜索广告转化预测

      Rank1: https://github.com/plantsgo/ijcai-2018

      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-

    6. 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:

      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

    7. 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

    8. 2018 高校大数据挑战赛-快手活跃用户预测

      Rank1:

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

      Rank13 (初赛 a 榜 rank2 b 榜 rank5):

      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):

      Rank35: https://github.com/chizhu/kuaishou2018

    9. 2018JDATA 用户购买时间预测

      Rank9: https://zhuanlan.zhihu.com/p/45141799

    10. 2018 DF 风机叶片开裂预警

      Rank2: https://github.com/SY575/DF-Early-warning-of-the-wind-power-system

    11. 2018 DF 光伏发电量预测

      Rank1:

    12. 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

    13. 2016 融 360-用户贷款风险预测

      Rank7: https://github.com/hczheng/Rong360

    14. 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

    15. 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

    16. 2017 CCF-商场中精确定位用户所在店铺

      Rank1: https://github.com/drop-out/Tianchi-Wifi-Positioning

    17. 2016 CCF-020 优惠券使用预测

      Rank1: https://github.com/wepe/O2O-Coupon-Usage-Forecast

    18. 2016 ccf-农产品价格预测

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

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

    19. 2016 ccf-客户用电异常

      Rank4: https://github.com/AbnerYang/2016CCF-StateGrid

    20. 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:

    21. 2016 ccf-联通的用户轨迹

      RankX: https://github.com/xuguanggen/2016CCF-unicom

    22. 2016 ccf-Human or Robots

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

    23. 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

    24. Kaggle 2018 Data Science Bow

      Rank1: https://www.kaggle.com/c/data-science-bowl-2018/discussion/54741

      Rank4:

    25. 2018 对抗挑战优胜经验分享

    26. Galaxy Zoo challenge

      http://benanne.github.io/2014/04/05/galaxy-zoo.html

    27. Kaggle Home Credit 违约风险预测

      Rank1: http://t.cn/RFsoHgv

    28. Kaggle 2017 Santa competition

      Rank54: https://github.com/bigzhao/MPI-Hungarian-method

    29. Kaggle 2017 Porto Seguro’s Safe Driver Prediction

      Rank131: https://bigzhao.github.io/2017/12/18/kaggle-silver/

    30. 第三届阿里云安全算法挑战赛

      Rank1: https://github.com/poteman/Alibaba-3rd-Security-Algorithm-Challenge

    31. 2018dc-新网银行杯

      Rank3: https://github.com/Smilexuhc/Xingwangbankcup-top3

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

    32. 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

    33. 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

    34. 2018 ATEC 蚂蚁金服 NLP 智能客服比赛

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

    35. 2018 ATEC 蚂蚁金服 NLP 蚂蚁金服金融大脑赛题

      Rank18: https://github.com/ziweipolaris/atec2018-nlp

    36. DataCastle-城市治理大数据应用创意方案赛

      Rank1: https://github.com/poteman/DataCastle-Urban-governance-competition

    37. Kaggle - Crowdflower Search Results Relevance

      Rank1: https://github.com/ChenglongChen/Kaggle_CrowdFlower

    38. 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

    39. 2017 摩拜杯算法挑战赛

      Rank3: https://github.com/Magic-Bubble/Mobike

    40. 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

    41. 天池糖尿病血糖预测比赛 精准医疗

      Rank24: https://github.com/xingyuezhiji/Diabetes

    42. 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

    43. 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

    44. 2019 Kaggle Freesound Audio Tagging

      Rank1: https://github.com/qrfaction/1st-Freesound-Audio-Tagging-2019

    45. Kaggle iMaterialist (Fashion) 2019 at FGVC6

      Rank1: https://github.com/amirassov/kaggle-imaterialist

    NLP

    1. 2019 CCF 互联网新闻情感分析

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

      Baseline 0.803: https://github.com/guoday/CCF-BDCI-Sentiment-Analysis-Baseline

    2. 2019 CCF 互联网金融新实体发现

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

    3. 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

    4. 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

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

      Rank29: https://github.com/wangjiaxin24/daguan_NLP

    5. 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

    6. 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

    7. 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

    8. “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

    9. 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

    10. 2018 CCL 客服领域用户意图分类评测

      Rank1: https://github.com/nlpjoe/2018-CCL-UIIMCS

    11. 第二届搜狐内容识别大赛

      Rank1: https://github.com/zhanzecheng/SOHU_competition

    12. 科赛 - 百度 PaddlePaddle AI 大赛——智能问答

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

    13. 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

    CV

    1. 2019 CCF 视频版权检测

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

    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

    3. Kaggle Google 地标检索

      Rank1: http://t.cn/R1i7Xiy

      Rank14: http://t.cn/R1nQriY

    4. Lyft 感知挑战赛

      赛题: http://t.cn/RBtrJcE

      Rank4:

    5. Kaggle CVPR 2018 WAD 视频分割

      Rank2: http://t.cn/Ehp4Ggm

    6. Kaggle Google AI Open Images

      Rank15: http://t.cn/RF1jnis

    7. Quick, Draw! Kaggle Competition Starter Pack

      http://t.cn/EZAoZDM

    8. Kaggle 植物幼苗图像分类挑战赛

      Rank1: http://t.cn/RBssjf6

    9. 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

    10. 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

    11. 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:

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

      Rank5: https://www.kaggle.com/c/PLAsTiCC-2018/discussion/75040

    12. 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

    13. SpaceNet Challenge Round 4: Off-Nadir Buildings(SpaceNet 挑战卫星图片建筑物识别)

      RankX: https://github.com/SpaceNetChallenge/SpaceNet_Off_Nadir_Solutions

    14. 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

    15. kaggle Carvana Image Masking Challenge

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

      Rank3:https://github.com/lyakaap/Kaggle-Carvana-3rd-place-solution

    16. kaggle Statoil/C-CORE Iceberg Classifier Challenge

      Rank4: https://github.com/asydorchuk/kaggle/blob/master/statoil/README.md

    17. kaggle 2018 Data Science Bowl

      Rank1: https://github.com/selimsef/dsb2018_topcoders

      Rank2: https://github.com/jacobkie/2018DSB

      Rank3: https://github.com/Lopezurrutia/DSB_2018

      Rank4: https://github.com/pdima/kaggle_2018_data_science_bowl_solution

      Rank5: https://github.com/mirzaevinom/data_science_bowl_2018

    其它资源列表

    1. DataSciComp 数据比赛资讯

    2. ApacheCN 的 kaggle 资料链接

    3. Kaggle top 方案整理

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

    5. 介绍 featexp 一个帮助理解特征的工具包

    6. Ask Me Anything session with a Kaggle Grandmaster Vladimir I. Iglovikov PDF

    7. Owen Zhang 访谈: Kaggle 制胜的秘密

    8. How to Compete for Zillow Prize at Kaggle

    9. Profiling Top Kagglers: Martin Henze

    10. Kaggle 数据科学词汇表

    11. Kaggle 比赛优胜方案汇总

    12. Kaggle 比赛实战教程(Pandas, Matplotlib, XGBoost/Colab)

    13. llSourcell/kaggle_challenge

    14. Kaggle 看照片猜相机比赛心得分享 PDF

    15. Kaggle 在线分类广告需求预测比赛优胜方案分享

    16. Kaggle | Winner Interview

    17. 2018 NIPS 视觉对抗挑战总结

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

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    数据科学/人工智能比赛解决方案汇总

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