目录
1. Structured Data/ Time Series
2019 CCF 乘用车细分市场销量预测
2019 CCF 离散制造过程中典型工件的质量符合率预测
2018 科大讯飞 AI 营销算法大赛
2018 IJCAI 阿里妈妈搜索广告转化预测
2018 腾讯广告算法大赛
2017 腾讯广告算法大赛
2018 高校大数据挑战赛-快手活跃用户预测
2018JDATA 用户购买时间预测
2018 DF 风机叶片开裂预警
2018 DF 光伏发电量预测
AI 全球挑战者大赛-违约用户风险预测
2016 融 360-用户贷款风险预测
2018 CCF-面向电信行业存量用户的智能套餐个性化匹配模型
2018 CCF-汽车行业用户观点主题及情感识别 ASC 挑战赛
2017 CCF-商场中精确定位用户所在店铺
2016 CCF-020 优惠券使用预测
2016 ccf-农产品价格预测
2016 ccf-客户用电异常
2016 ccf-搜狗的用户画像比赛
2016 ccf-联通的用户轨迹
菜鸟-需求预测与分仓规划
2018 对抗挑战优胜经验分享
Galaxy Zoo challenge
Kaggle Home Credit 违约风险预测
Kaggle 2017 Santa competition
Kaggle 2017 Porto Seguro’s Safe Driver Prediction
第三届阿里云安全算法挑战赛
2018dc-新网银行杯
2018 AI Challenger 全球 AI 挑战赛 - 细粒度用户评论情感分析
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
2018 ATEC 蚂蚁金服 NLP 智能客服比赛
2018 ATEC 蚂蚁金服 NLP 蚂蚁金服金融大脑赛题
DataCastle-城市治理大数据应用创意方案赛
第三届融 360 天机智能金融算法挑战赛 - 特征挖掘
2017 摩拜杯算法挑战赛
DataFountain - 招商银行信用卡中心 消费金融场景下的用户购买预测
天池糖尿病血糖预测比赛 精准医疗
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)
2019 KaggleDays Paris offline competition(Kaggle 产品销售额预测比赛优胜方案)
2019 Kaggle Freesound Audio Tagging
Kaggle iMaterialist (Fashion) 2019 at FGVC6
2. NLP
2019 CCF 互联网新闻情感分析
2019 CCF 互联网金融新实体发现
2018 DC 达观-文本智能处理挑战
智能客服问题相似度算法设计——第三届魔镜杯大赛
2018JD Dialog Challenge 任务导向型对话系统挑战赛
2018CIKM AnalytiCup – 阿里小蜜机器人跨语言短文本匹配算法竞赛
路透社新闻数据集“深度”探索性分析(词向量/情感分析)
“神策杯”2018 高校算法大师赛(关键词提取)
知乎看山杯
2018 CCL 客服领域用户意图分类评测
第二届搜狐内容识别大赛
科赛 - 百度 PaddlePaddle AI 大赛——智能问答
3. CV
2019 CCF 视频版权检测
Kaggle-TGS
Kaggle Google 地标检索
Lyft 感知挑战赛
Kaggle CVPR 2018 WAD 视频分割
Kaggle Google AI Open Images
Quick, Draw! Kaggle Competition Starter Pack
Kaggle 植物幼苗图像分类挑战赛
Kaggle Airbus Ship Detection Challenge (Kaggle 卫星图像船舶检测比赛)
kaggle RSNA Pneumonia Detection
Kaggle PLAsTiCC Astronomical Classification Competition(PLAsTiCC 天文分类比赛)
Kaggle Human Protein Atlas Image Classification Challenge(Kaggle 人类蛋白质图谱图像分类比赛)
SpaceNet Challenge Round 4: Off-Nadir Buildings(SpaceNet 挑战卫星图片建筑物识别)
Kaggle Humpback Whale Identification Challenge(Kaggle 座头鲸识别比赛)
kaggle Carvana Image Masking Challenge
kaggle Statoil/C-CORE Iceberg Classifier Challenge
kaggle 2018 Data Science Bowl
部分参赛者 Git:
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
EDA: http://lambda-xmu.club/2018/08/25/2019CCF-Work-Piece-EDA/
Baseline 0.6777: https://github.com/destiny19960207/CCF_BDCI2019_discrete-manufacturing
Baseline 0.644: CCF2019-discrete-manufacturing/644baseline.py
Rank1: https://zhuanlan.zhihu.com/p/47807544
Rank2: https://github.com/infturing/kdxf
Rank21: https://github.com/Michaelhuazhang/-AI21-
Rank1: https://github.com/plantsgo/ijcai-2018
Rank2:
https://github.com/YouChouNoBB/ijcai-18-top2-single-mole-solution
https://blog.csdn.net/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-
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
Rank14: https://github.com/freelzy/Tencent_Social_Ads
Rank20: https://github.com/shenweichen/Tencent_Social_Ads2017_Mobile_App_pCVR
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
Rank9: https://zhuanlan.zhihu.com/p/45141799
Rank2: https://github.com/SY575/DF-Early-warning-of-the-wind-power-system
Rank1:
https://zhuanlan.zhihu.com/p/44755488?utm_source=qq&utm_medium=social&utm_oi=623925402599559168
https://mp.weixin.qq.com/s/Yix0xVp2SiqaAcuS6Q049g
Rank1: https://github.com/chenkkkk/User-loan-risk-prediction
Rank7: https://github.com/hczheng/Rong360
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
Rank1: https://github.com/yilirin/BDCI_Car_2018
Rank7: https://github.com/nlpjoe/CCF-BDCI-Automotive-Field-ASC-2018
Rank1: https://github.com/drop-out/Tianchi-Wifi-Positioning
Rank1: https://github.com/wepe/O2O-Coupon-Usage-Forecast
Rank2: https://github.com/xing89qs/CCF_Product
Rank35: https://github.com/wqlin/ccf-price-prediction
Rank4: https://github.com/AbnerYang/2016CCF-StateGrid
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
RankX: https://github.com/xuguanggen/2016CCF-unicom
2016 ccf-Human or Robots
Rank6: https://github.com/pickou/ccf_human_or_robot
Rank6: https://github.com/wepe/CaiNiao-DemandForecast-StoragePlaning
Rank10: https://github.com/xing89qs/TianChi_CaiNiao_Season2
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
https://github.com/pdima/kaggle_2018_data_science_bowl_solution
http://t.cn/RBMaq4y
http://t.cn/RBMlfBH
http://benanne.github.io/2014/04/05/galaxy-zoo.html
Rank1: http://t.cn/RFsoHgv
Rank54: https://github.com/bigzhao/MPI-Hungarian-method
Rank131: https://bigzhao.github.io/2017/12/18/kaggle-silver/
Rank1: https://github.com/poteman/Alibaba-3rd-Security-Algorithm-Challenge
Rank3: https://github.com/Smilexuhc/Xingwangbankcup-top3
Rank4: https://github.com/TingNie/CreditForecast
Rank1: https://github.com/chenghuige/wenzheng
Rank16: https://github.com/xueyouluo/fsauor2018
Rank17: https://github.com/BigHeartC/Al_challenger_2018_sentiment_analysis
Rank4: https://github.com/SunnyMarkLiu/Datacastle_Travel_Services_Predict
Rank?: https://github.com/zlxy9892/DC_hbc
Rank16: https://github.com/zle1992/atec
Rank18: https://github.com/ziweipolaris/atec2018-nlp
Rank1: https://github.com/poteman/DataCastle-Urban-governance-competition
Kaggle - Crowdflower Search Results Relevance
Rank1: https://github.com/ChenglongChen/Kaggle_CrowdFlower
Rank1: https://github.com/xSupervisedLearning/Rong360_feature_mining_1st_solution
Rank3: https://github.com/Magic-Bubble/Mobike
Rank1: https://github.com/sunwantong/China-Merchants-Bank-credit-card-Cente-User-purchase-forecast
Rank24: https://github.com/xingyuezhiji/Diabetes
Rank1: https://github.com/yinchangchang/ocr_densenet
Rank1: https://github.com/mxbi/kaggledays-paris
Rank1: https://github.com/qrfaction/1st-Freesound-Audio-Tagging-2019
Rank1: https://github.com/amirassov/kaggle-imaterialist
Baseline 0.801: https://github.com/finlay-liu/kaggle_public
Baseline 0.803: https://github.com/guoday/CCF-BDCI-Sentiment-Analysis-Baseline
Baseline 0.2049: https://github.com/finlay-liu/kaggle_public/
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
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
Rank2: https://github.com/Dikea/Dialog-System-with-Task-Retrieval-and-Seq2seq
Rank3: https://github.com/zengbin93/jddc_solution_4th
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
https://www.kaggle.com/hoonkeng/deep-eda-word-embeddings-sentiment-analysis/notebook
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
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
Rank1: https://github.com/nlpjoe/2018-CCL-UIIMCS
Rank1: https://github.com/zhanzecheng/SOHU_competition
Rank3: https://github.com/312shan/rc_tf
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
Baseline 0.0001: https://github.com/finlay-liu/kaggle_public
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
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
Rank1: http://t.cn/R1i7Xiy
Rank14: http://t.cn/R1nQriY
赛题: http://t.cn/RBtrJcE
Rank4:
http://t.cn/RBtrMdw
http://t.cn/RBJnlug
Rank2: http://t.cn/Ehp4Ggm
Rank15: http://t.cn/RF1jnis
http://t.cn/EZAoZDM
Rank1: http://t.cn/RBssjf6
Rank8: https://github.com/SeuTao/Kaggle_Airbus2018_8th_code
Rank21: https://github.com/pascal1129/kaggle_airbus_ship_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
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
Rank3: https://github.com/pudae/kaggle-hpa
RankX: https://github.com/SpaceNetChallenge/SpaceNet_Off_Nadir_Solutions
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
Rank1:https://github.com/asanakoy/kaggle_carvana_segmentation
Rank3:https://github.com/lyakaap/Kaggle-Carvana-3rd-place-solution
Rank4: https://github.com/asydorchuk/kaggle/blob/master/statoil/README.md
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