├── LICENSE └── README.md /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2020 Chuanyu Xue 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | ## 推荐系统竞赛TOP开源方案汇总 2 | 3 | 汇总国内外各大平台近年来推荐系统竞赛的TOP开源解决方案，持续更新中。 4 | 5 | ### Ranking(TOP-N) 比赛 6 | 7 | 1. KDD Cup 2020 Challenges for Modern E-Commerce Platform: Debiasing（2020 KDD Cup 纠偏赛道） 8 | 9 | - 【第一名】https://github.com/aister2020/KDDCUP_2020_Debiasing_1st_Place 10 | - 【第六名】https://github.com/ChuanyuXue/KDDCUP-2020 11 | - 【第十名】https://github.com/xuetf/KDD_CUP_2020_Debiasing_Rush 12 | - 【第十三名】https://github.com/LogicJake/2020_KDD_Debiasing_TOP13 13 | 14 | 2. KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall（2020 KDD Cup 多模式召回赛道） 15 | 16 | - 【第一名】https://github.com/steven95421/KDD_WinnieTheBest 17 | - 【第八名】https://github.com/miziha-zp/KDD2020_mutilmodalities 18 | - 【第十名】https://github.com/dingyh0626/KDD-Cup-Multimodalities-Recall 19 | - 【第十二名】https://github.com/chengsyuan/KDD-Multimodalities-Recall 20 | 21 | 3. CIKM 2019 E-Commerce AI Challenge - 超大规模推荐之用户兴趣高效检索 22 | - 【第一名】https://github.com/ChuanyuXue/CIKM-2019-AnalytiCup 23 | - 【第十名】https://github.com/kupuSs/CIKM-CUP-2019-track2-rank10 24 | 25 | 4. 第二届阿里巴巴大数据智能云上编程大赛（智联招聘岗位推荐） 26 | - 【第一名】https://github.com/hydantess/TianChi_zhilianzhaopin 27 | - 【第四名】https://github.com/juzstu/TianChi_ZhiLianZhaoPin 28 | - 【第二十四名】https://github.com/magicwifi/zhaopin-zhilian 29 | 30 | 5. BDCI 2018 面向电信行业存量用户的智能套餐个性化匹配模型 31 | - 【第一名】https://github.com/PPshrimpGo/BDCI2018-ChinauUicom-1st-solution 32 | - 【第二名】https://github.com/PandasCute/2018-CCF-BDCI-China-Unicom-Research-Institute-top2 33 | - 【第六名】https://github.com/ZengHaihong/2018_CCF_BDCI_ChinaUnicom_Package_Match_Rank6 34 | 35 | 6. 图灵联邦视频点击预测大赛 36 | - 【第三名】https://github.com/LogicJake/tuling-video-click-top3 37 | - 【第四名】https://github.com/biaobiao2/video-click-top4 38 | - 【第六名】https://github.com/ljhzxc/turingtopia_video_ctr 39 | - 【第七名】https://github.com/zavierhan/turing_video_ctr_top7 40 | - 【第九名】https://github.com/Tersaiz/Turingtopia_Videos_CTR 41 | 42 | 7. 2017 达观杯个性化推荐算法挑战赛 43 | - 【第六名】https://github.com/hecongqing/2017-daguan-competition 44 | 45 | 8. BDCI 2017 商场中精确定位用户所在店铺 46 | - 【第一名】https://github.com/drop-out/Tianchi-Wifi-Positioning 47 | - 【第七名】https://github.com/totoruo/TianChi-Shop-Location-Competition 48 | - 【第九名】https://github.com/longxiong2016/Store_positioning 49 | - 【第三十名】https://github.com/pamperxg/CCF-TIANCHI-WiFipositioning 50 | 51 | 9. 安泰杯 跨境电商智能算法大赛 52 | - 【第一名】https://github.com/RainFung/Tianchi-AntaiCup-International-E-commerce-Artificial-Intelligence-Challenge 53 | 54 | 10. 2020 腾讯广告算法大赛 55 | - 【第一名】https://github.com/guoday/Tencent2020_Rank1st 56 | - 【第五名】https://github.com/zhangqibot/Tencent2020_Top5 57 | - 【第十一名】https://github.com/wujiekd/2020-Tencent-advertising-algorithm-contest-rank11 58 | - 【第十二名】https://github.com/LogicJake/Tencent_Ads_Algo_2020_TOP12 59 | - 【第十九名】https://github.com/PerpetualSmile/2020-Tencent-Advertisement-Algorithm-Competition-Rank19 60 | 61 | 11. 2019 智源-看山杯专家发现算法大赛 62 | - 【第三名】https://github.com/Travisgogogo/BAAI-ZHIHU-2019 63 | - 【第四名】https://github.com/VoldeMortzzz/2019Baai-zhihu-Cup-findexp-4th 64 | - 【第六名】https://github.com/liuchenailq/zhihu-findexp 65 | - 【第七名】https://github.com/jt120/BAAI-zhihu-2019 66 | 67 | 12. WSDM - KKBox's Music Recommendation（Kaggle 2018） 68 | - 【第一名】https://github.com/lystdo/Codes-for-WSDM-CUP-Music-Rec-1st-place-solution 69 | - 【第三名】https://github.com/VasiliyRubtsov/wsdm_music_recommendations 70 | 71 | 13. Santander Product Recommendation 72 | - 【第二名】https://github.com/ttvand/Santander-Product-Recommendation 73 | - 【第八名】https://github.com/yaxen/santander-product-recommendation-8th-place 74 | - 【第十四名】https://github.com/yaxen/santander-product-recommendation-8th-place 75 | - 【第二十一名】https://github.com/apryor6/Kaggle-Competition-Santander 76 | 77 | 14. 2019 ACM RecSys Challenge 78 | - 【第二名】https://github.com/layer6ai-labs/RecSys2019 79 | - 【第四名】https://github.com/rosetta-ai/rosetta_recsys2019 80 | - 【第七名】https://github.com/mustelideos/recsys-challenge-2019 81 | 82 | 83 | ### Rating 比赛 84 | 85 | 1. 2018科大讯飞AI营销算法大赛 86 | - 【第一名】https://github.com/bettenW/2018-iFLYTEK-Marketing-Algorithms-Competition-Finals-Rank1 87 | - 【第二名】https://github.com/infturing/kdxf 88 | - 【第二十一名】https://github.com/Michaelhuazhang/-AI21- 89 | 90 | 2. 2018 IJCAI 阿里妈妈搜索广告转化预测 91 | - 【第一名】https://github.com/plantsgo/ijcai-2018 92 | - 【第二名】https://github.com/YouChouNoBB/ijcai-18-top2-single-mole-solution 93 | - 【第三名】https://github.com/luoda888/2018-IJCAI-top3 94 | - 【第四名】https://github.com/fanfanda/ijcai_2018 95 | 96 | 3. 2018 腾讯广告算法大赛 97 | - 【第三名】https://github.com/DiligentPanda/Tencent_Ads_Algo_2018 98 | - 【第六名】https://github.com/nzc/tencent-contest 99 | - 【第七名】https://github.com/guoday/Tencent2018_Lookalike_Rank7th 100 | - 【第九名】https://github.com/ouwenjie03/tencent-ad-game 101 | - 【第十名】https://github.com/keyunluo/Tencent2018_Lookalike_Rank10th 102 | 103 | 4. 2017腾讯广告算法大赛 104 | - 【第十四名】https://github.com/freelzy/Tencent_Social_Ads 105 | - 【第二十名】https://github.com/shenweichen/Tencent_Social_Ads2017_Mobile_App_pCVR 106 | 107 | 5. Elo Merchant Category Recommendation（kaggle 2018） 108 | - 【第二十一名】https://github.com/bestpredicts/ELO 109 | 110 | 6. 2020 ACM RecSys Challenge 111 | - 【第四名】https://github.com/sumitsidana/recsys_challenge_2020 112 | 113 | 114 | ### 链接推荐 115 | 116 | 1. 国内数据竞赛Top解决方案开源整理 https://github.com/Smilexuhc/Data-Competition-TopSolution 117 | 2. 比赛检索神器网站coggle https://coggle.club/ 118 | 3. Kaggle top方案整理：https://github.com/EliotAndres/kaggle-past-solutions 119 | 120 | ### 联系方式 Contact Info 121 | 122 | 欢迎大家一起参与这份方案汇总！如果有问题或建议请联系 cs_xcy@126.com 123 | 124 | You are very welcomed to contribute to this project! If you have any questions or recommendations, please feel free to contact me at cs_xcy@126.com 125 | --------------------------------------------------------------------------------