zyxdtk / RecSys-NotesLinks
记录推荐系统相关的面试题、优化经验
☆35Updated last month
Alternatives and similar repositories for RecSys-Notes
Users that are interested in RecSys-Notes are comparing it to the libraries listed below
Sorting:
- Google多任务模型MMoE☆83Updated 4 years ago
- ☆70Updated last year
- A Lighting Pytorch Framework for Recommendation System, Easy-to-use and Easy-to-extend.☆82Updated 3 years ago
- 在常规推荐系统算法和系统双优化的范式下,一线公司针对单个任务或单个业务的效果挖掘几乎达到极限。从2019年我们开始关注多种信息的萃取融合,提出了OneRec算法,希望通过平台或外部各种各样的信息来进行知识集成,打破数据孤岛,极大扩充推荐的“Extra World Knowl…☆157Updated last week
- TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling th…☆113Updated last year
- 阿里巴巴ESMM模型解读☆41Updated 4 years ago
- ☆15Updated last year
- 推荐系统读书笔记、思维导图等☆40Updated 2 years ago
- 该仓库记录搜索推荐算法工程师的必备面试知识点+paper☆47Updated 3 years ago
- Impementation paper "Deep Neural Networks for YouTube Recommendations"☆79Updated 5 years ago
- 「PyTorch」A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors …☆87Updated 3 years ago
- Deep Feedback Network for Recommendation☆95Updated 4 years ago
- rater, recommender systems. 推荐模型,包括:DeepFM,Wide&Deep,DIN,DeepWalk,Node2Vec等模型实现,开箱即用。☆45Updated 4 years ago
- Demo implementation for "A Pareto-Efficient Algorithm for Multiple Objective Optimization in E-Commerce Recommendation".☆53Updated 5 years ago
- DIGIX2021 基于多目标优化的视频推荐 亚军方案☆25Updated 3 years ago
- ☆105Updated 2 years ago
- Easy-to-use pytorch-based framework for RecSys models☆40Updated 4 years ago
- TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset☆201Updated 3 years ago
- I have surveyed the technology and papers of CTR & Recommender System, and implemented 25 common-used models with Pytorch for reusage. …☆52Updated last year
- 2020 MIND news recomendation first place solution☆95Updated 4 years ago
- Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020☆115Updated 4 years ago
- Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.☆67Updated 11 months ago
- C++开发\机器学习\深度学习\推荐算 法基础知识及面试题总结☆20Updated 4 years ago
- 计算广告机制策略相关材料整理(A collection of research and application papers about Strategy in Internet advertising.)☆167Updated last year
- WSDM2022留存预测挑战赛 第1名解决方案☆95Updated 3 years ago
- MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction☆77Updated 3 years ago
- ☆97Updated 3 years ago
- esmm model by tensorflow keras☆69Updated 3 years ago
- LR, FM, DeepFM, xDeepFM, DIN, CF等推荐算法代码demo。采用TFRecords作为输入,方便实际场景应用。☆104Updated 5 years ago
- ctr、cvr预估☆49Updated 4 years ago