數據競賽Top解決方案開源整理

時間  2019-12-08
標籤 數據 競賽 解決 方案 開源 整理 简体版
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文章引自https://github.com/Smilexuhc/Data-Competition-TopSolution，源連接實時更新，本文不更新。。html

1、數據競賽：

  1. 2018科大訊飛AI營銷算法大賽
    Rank1：https://zhuanlan.zhihu.com/p/47807544
    Rank2：https://github.com/infturing/kdxf
    Rank21：https://github.com/Michaelhuazhang/-AI21-git

  2. 2018 IJCAI 阿里媽媽搜索廣告轉化預測
    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（第一賽季）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-github

  3. 2018騰訊廣告算法大賽
    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（初賽）: 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算法

  4. 2017騰訊廣告算法大賽
    Rank14: https://github.com/freelzy/Tencent_Social_Ads
    Rank20: https://github.com/shenweichen/Tencent_Social_Ads2017_Mobile_App_pCVR安全

  5. 2018高校大數據挑戰賽-快手活躍用戶預測
    Rank1： https://github.com/drop-out/RNN-Active-User-Forecast
    https://zhuanlan.zhihu.com/p/42622063
    Rank4: https://github.com/chantcalf/2018-Rank4-
    Rank13(初賽 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(初賽 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大數據

  6. 2018JDATA 用戶購買時間預測
    Rank9：https://zhuanlan.zhihu.com/p/45141799ui

  7. 2018 DF風機葉片開裂預警
    Rank2：https://github.com/SY575/DF-Early-warning-of-the-wind-power-system阿里雲

  8. 2018 DF光伏發電量預測
    Rank1：https://zhuanlan.zhihu.com/p/44755488?utm_source=qq&utm_medium=social&utm_oi=623925402599559168
    https://mp.weixin.qq.com/s/Yix0xVp2SiqaAcuS6Q049g人工智能

  9. 智慧金融立刻AI全球挑戰者大賽-違約用戶風險預測
    Rank1：https://github.com/chenkkkk/User-loan-risk-prediction.net

  10. 2016融360-用戶貸款風險預測
    Rank7：https://github.com/hczheng/Rong360

  11. 2018 CCF-面向電信行業存量用戶的智能套餐個性化匹配模型
    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-商場中精肯定位用戶所在店鋪
    Rank1：https://github.com/drop-out/Tianchi-Wifi-Positioning

  13. 2018 CCF-汽車行業用戶觀點主題及情感識別ASC挑戰賽
    Rank1: https://github.com/yilirin/BDCI_Car_2018
    Rank7: https://github.com/nlpjoe/CCF-BDCI-Automotive-Field-ASC-2018

  14. 2016 CCF-020優惠券使用預測
    Rank1: https://github.com/wepe/O2O-Coupon-Usage-Forecast

  15. 2016 ccf-農產品價格預測
    Rank2: https://github.com/xing89qs/CCF_Product
    Rank35: https://github.com/wqlin/ccf-price-prediction

  16. 2016 ccf-客戶用電異常
    Rank4: https://github.com/AbnerYang/2016CCF-StateGrid

  17. 2016 ccf-搜狗的用戶畫像比賽
    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-聯通的用戶軌跡
    RankX: https://github.com/xuguanggen/2016CCF-unicom

  19. 2016 ccf-Human or Robots
    Rank6: https://github.com/pickou/ccf_human_or_robot

  20. 菜鳥-需求預測與分倉規劃
    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

  22. 2018對抗挑戰優勝經驗分享
    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違約風險預測
    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. 第三屆阿里雲安全算法挑戰賽
    Rank1: https://github.com/poteman/Alibaba-3rd-Security-Algorithm-Challenge

  28. 2018dc-新網銀行杯
    Rank3：https://github.com/Smilexuhc/Xingwangbankcup-top3
    Rank4：https://github.com/TingNie/CreditForecast

  29. 2018 AI Challenger 全球AI挑戰賽 - 細粒度用戶評論情感分析
    Rank1：https://github.com/chenghuige/wenzheng
    Rank16：https://github.com/xueyouluo/fsauor2018
    Rank17: https://github.com/BigHeartC/Al_challenger_2018_sentiment_analysis

  30. 第二屆 「智慧中國杯」 數據科學大賽，首發皇包車（HI GUIDES）精品旅行服務成單預測競賽
    Rank4: https://github.com/SunnyMarkLiu/Datacastle_Travel_Services_Predict
    Rank?: https://github.com/zlxy9892/DC_hbc

  31. 2018 ATEC 螞蟻金服NLP智能客服比賽
    Rank16：https://github.com/zle1992/atec

  32. 2018 ATEC 螞蟻金服NLP螞蟻金服金融大腦賽題
    Rank18：https://github.com/ziweipolaris/atec2018-nlp

  33. DataCastle-城市治理大數據應用創意方案賽
    Rank1: https://github.com/poteman/DataCastle-Urban-governance-competition

  34. Kaggle - Crowdflower Search Results Relevance
    Rank1: https://github.com/ChenglongChen/Kaggle_CrowdFlower

  35. 第三屆融360天機智能金融算法挑戰賽 - 特徵挖掘
    Rank1: https://github.com/xSupervisedLearning/Rong360_feature_mining_1st_solution

  36. 2017 摩拜杯算法挑戰賽
    Rank3: https://github.com/Magic-Bubble/Mobike

  37. DataFountain - 招商銀行信用卡中心 消費金融場景下的用戶購買預測
    Rank1: https://github.com/sunwantong/China-Merchants-Bank-credit-card-Cente-User-purchase-forecast

  38. 天池糖尿病血糖預測比賽 精準醫療
    Rank24: https://github.com/xingyuezhiji/Diabetes

  39. 第一屆西安交通大學人工智能實踐大賽（2018AI實踐大賽--圖片文字識別）
    Rank1: https://github.com/yinchangchang/ocr_densenet

  40. 2019 KaggleDays Paris offline competition（Kaggle產品銷售額預測比賽優勝方案）
    Rank1: https://github.com/mxbi/kaggledays-paris

2、NLP：

  1. 2018 DC達觀-文本智能處理挑戰
    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. 智能客服問題類似度算法設計——第三屆魔鏡杯大賽
    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 任務導向型對話系統挑戰賽
    Rank2: https://github.com/Dikea/Dialog-System-with-Task-Retrieval-and-Seq2seq
    Rank3: https://github.com/zengbin93/jddc_solution_4th

  4. 2018CIKM AnalytiCup – 阿里小蜜機器人跨語言短文本匹配算法競賽
    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. 路透社新聞數據集「深度」探索性分析(詞向量/情感分析)
    https://www.kaggle.com/hoonkeng/deep-eda-word-embeddings-sentiment-analysis/notebook

  6. 「神策杯」2018高校算法大師賽(關鍵詞提取)
    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

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