# data-science-competition **Repository Path**: semikonductor/data-science-competition ## Basic Information - **Project Name**: data-science-competition - **Description**: No description available - **Primary Language**: Unknown - **License**: Not specified - **Default Branch**: main - **Homepage**: None - **GVP Project**: No ## Statistics - **Stars**: 0 - **Forks**: 0 - **Created**: 2023-12-02 - **Last Updated**: 2023-12-02 ## Categories & Tags **Categories**: Uncategorized **Tags**: None ## README # data-science-competition > 该仓库用于记录作者硕士期间参加的各大数据科学竞赛的获奖方案源码以及一些比赛的原创baseline. 主要涵盖的平台/竞赛类型： - kaggle、阿里天池（tianchi）、华为云大赛（huawei）、百度aistudio、和鲸社区（heywhale）、datafountain等平台 - CV类（分类、分割、目标检测、检索、人群计数），数据挖掘，时序预测，NLP **公众号**:limzero带你打数据科学竞赛 ![image](./Wechat.jpg) --- - [天池主页](https://tianchi.aliyun.com/home/science/scienceDetail?userId=1095279432678)(**6次Top10**) - [kaggle主页](https://www.kaggle.com/aimanlim0/competitions)(**6银牌**) --- ### [已完成比赛的Top方案👇](https://github.com/DLLXW/data-science-competition) #### 2022 - [山东德州赛场-道路积水预测](https://mp.weixin.qq.com/s/A3F2JwNDZckxA4agau85uA)(**Rank 2**) - [华为云--“域见杯”医检人工智能开发者大赛](https://mp.weixin.qq.com/s/_PE5AzK3FgQ69DFlgX4ESA)(**Rank 8/405**) - [芒果TV算法大赛--无参考视频画质机器评价](https://mp.weixin.qq.com/s/pwpwd96jtzTB5dFPjfKQAw)(**Rank 11/312**) - [2022全球人工智能技术创新大赛-电商关键属性的图文匹配](https://github.com/DLLXW/data-science-competition/tree/main/heywhale/gaiic2022/code)(**三等奖**) - [Kaggle 宠物流行度预测--Trust your CV](https://mp.weixin.qq.com/s/RDuAJLRAaGRc1N0PtDtCQA)(**银牌 Rank 172/3537**) #### 2021 - [天池-真实场景篡改图像检测挑战赛](https://mp.weixin.qq.com/s/zsKE1sz8gqtzmwsP4CZGkg)(**Rank 5/1149**) - [kaggle-Sartorius-Cell Instance Segmentation](https://github.com/DLLXW/kaggle-Sartorius)(**银牌 Rank 17/1505**) - [天池--CVPR-Workshop-从多张2D人脸重建3D关键点](https://github.com/DLLXW/data-science-competition/tree/main/tianchi/CVPR2021-PIC-Challenge)(**Rank 3/247**) - [kaggle-shopee-Price Match Guarantee](https://github.com/DLLXW/data-science-competition/tree/main/kaggle/shopee)(**银牌 Rank 118/2426** ) - [天池-2021 “AI Earth”人工智能创新挑战赛](https://github.com/DLLXW/data-science-competition/tree/main/tianchi/2021-AI-Earth)(**Rank 2/2849**) - [kaggle-RANZCR CLiP-Catheter and Line Position Challenge](https://github.com/DLLXW/data-science-competition/tree/main/kaggle/RANZCR%20CLiP%20-%20Catheter%20and%20Line%20Position%20Challenge)(**银牌 Rank 58/1547**) - [公积金贷款逾期预测](https://github.com/DLLXW/data-science-competition/tree/main/dc/%E5%85%AC%E7%A7%AF%E9%87%91%E8%B4%B7%E6%AC%BE%E9%80%BE%E6%9C%9F%E9%A2%84%E6%B5%8B)(**Rank 5/1166**) - [kaggle-Cassava Leaf Disease Classification](https://github.com/DLLXW/data-science-competition/tree/main/dc/%E5%85%AC%E7%A7%AF%E9%87%91%E8%B4%B7%E6%AC%BE%E9%80%BE%E6%9C%9F%E9%A2%84%E6%B5%8B)(**银牌 Rank 72/3900**) - [华为云“云上先锋”·垃圾图像分类](https://github.com/DLLXW/data-science-competition/tree/main/huawei/%E5%8D%8E%E4%B8%BA%E4%BA%91-%E4%BA%91%E4%B8%8A%E5%85%88%E9%94%8B-%E5%9E%83%E5%9C%BE%E5%9B%BE%E7%89%87%E5%88%86%E7%B1%BB)(**冠军**) - [华为云“云上先锋”· AI挑战赛-街景图像语义分割](https://github.com/DLLXW/data-science-competition/tree/main/huawei/%E5%8D%8E%E4%B8%BA%E4%BA%91-%E4%BA%91%E4%B8%8A%E5%85%88%E9%94%8B-%E8%A1%97%E6%99%AF%E5%9B%BE%E5%83%8F%E8%AF%AD%E4%B9%89%E5%88%86%E5%89%B2)(**亚军**) #### 2020 - [天马杯--科技创新大赛--ai+智能质检(语音->文字+文本分类)](https://github.com/DLLXW/data-science-competition/tree/main/else/%E5%A4%A9%E9%A9%AC%E6%9D%AF--AI%2Bz%E6%99%BA%E8%83%BD%E8%B4%A8%E6%A3%80)(**Rank6 三等奖**) - [DC竞赛平台--one-city编程大赛（文本分类)](https://github.com/DLLXW/data-science-competition/tree/main/dc/one-city%E7%BC%96%E7%A8%8B%E5%A4%A7%E8%B5%9B)(**Top4%**) - [CCF2020企业非法集资预测(数据挖掘)](https://github.com/DLLXW/data-science-competition/tree/main/datafountain)(**Top1%**) - [和鲸社区-人工智能挑战赛(天气图像分类)](https://github.com/DLLXW/data-science-competition/tree/main/heywhale/%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD%E6%8C%91%E6%88%98%E8%B5%9B)(**亚军**) - [天池-高德地图-(基于视频的动态路况分析)](https://github.com/DLLXW/data-science-competition/tree/main/tianchi/%E9%AB%98%E5%BE%B7%E5%9C%B0%E5%9B%BE)(初赛**Rank4**，复赛**Rank7**) - [华为云高校计算机大赛(数据挖掘)](https://github.com/DLLXW/data-science-competition/tree/main/huawei/BDC-2020)(**三等奖**) - [天池-太阳黑子分类](https://github.com/DLLXW/data-science-competition/tree/main/tianchi/Sunspot)(赛道一:**Rank10**,赛道二:**Rank4**方案) - [百度大数据2020流行病预测](https://github.com/DLLXW/data-science-competition/tree/main/baidu/%E7%99%BE%E5%BA%A6%E5%A4%A7%E6%95%B0%E6%8D%AE2020)(**三等奖**) --- ### [一些干货满满的Baseline👇](https://github.com/DLLXW/data-science-competition/tree/main/baseline) --- #### 2021/5/30 - [2021高校计算机大赛--微信大赛](https://github.com/DLLXW/data-science-competition/tree/main/else/wechat2021) #### 2021/4/30 - [招商银行2021FinTech数据分析赛道-EDA+Baseline](https://github.com/DLLXW/data-science-competition/tree/main/else/%E6%8B%9B%E5%95%86%E9%93%B6%E8%A1%8C2021FinTech) #### 2021/3/2 - [天池医学影像报告异常检测-84+baseline](https://github.com/DLLXW/data-science-competition/tree/main/tianchi/%E5%8C%BB%E5%AD%A6%E5%BD%B1%E5%83%8F%E6%8A%A5%E5%91%8A%E5%BC%82%E5%B8%B8%E6%A3%80%E6%B5%8B) #### 2021/2/22 - [2021 “AI Earth”人工智能创新挑战赛--纯CNN思路分享](https://github.com/DLLXW/data-science-competition/tree/main/tianchi/2021-AI-Earth) #### 2021/2/08 - [MARS数据科学平台-图像分类成长赛——AI集福，“福”字图片识别基于xception的baseline](https://github.com/DLLXW/data-science-competition/tree/main/else/%E7%A6%8F%E5%AD%97%E5%88%86%E7%B1%BB) #### 2021/2/05 - [天池-2021全国数字生态创新大赛-高分辨率遥感影像分割38+的baseline](https://github.com/DLLXW/data-science-competition/tree/main/tianchi/2021%E5%85%A8%E5%9B%BD%E6%95%B0%E5%AD%97%E7%94%9F%E6%80%81%E5%88%9B%E6%96%B0%E5%A4%A7%E8%B5%9B-%E9%AB%98%E5%88%86%E8%BE%A8%E7%8E%87%E9%81%A5%E6%84%9F%E5%BD%B1%E5%83%8F%E5%88%86%E5%89%B2) #### 2021/1/06 - [天池--2021广东工业制造创新大赛(瓷砖表面瑕疵检测)--基于yolov5的baseline](https://github.com/DLLXW/data-science-competition/tree/main/tianchi/2021-Guangdong-Competition) #### 2020 - [华为DIGIT2020大规模图像检索](https://github.com/DLLXW/data-science-competition/tree/main/huawei/DIGIX2020%E6%A0%A1%E5%9B%AD%E5%A4%A7%E8%B5%9B%E5%9B%BE%E5%83%8F%E6%A3%80%E7%B4%A2)(baseline方案) - [天池-智慧海洋](https://github.com/DLLXW/data-science-competition/tree/main/tianchi/%E5%A4%A9%E6%B1%A0-%E6%99%BA%E6%85%A7%E6%B5%B7%E6%B4%8B)(157/3275)