BinFuPKU / CTRRecommenderModels
I have surveyed the technology and papers of CTR & Recommender System, and implemented 25 common-used models with Pytorch for reusage. (对工业界学术界的CTR推荐调研并实现25个算法模型,2023)
☆46Updated last year
Alternatives and similar repositories for CTRRecommenderModels:
Users that are interested in CTRRecommenderModels are comparing it to the libraries listed below
- 推荐系统论文算法实现,包括序列推荐,多任务学习,元学习等。 Recommendation system papers implementations, including sequence recommendation, multi-task learning, met…☆176Updated last year
- ☆93Updated 3 years ago
- 主流推荐系统Rank算法的实现☆219Updated last year
- Source code for paper: HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction☆76Updated last year
- 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…☆106Updated last month
- TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling th…☆109Updated last year
- Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction☆215Updated 3 years ago
- Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.☆67Updated 6 months ago
- PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction☆72Updated 5 years ago
- Deep Feedback Network for Recommendation☆94Updated 4 years ago
- ☆232Updated 5 months ago
- Share Some Recommender System Paper I read.☆66Updated 3 years ago
- Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020☆112Updated 4 years ago
- Source code and dataset for KDD 2020 paper "Controllable Multi-Interest Framework for Recommendation"☆289Updated 3 years ago
- TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset☆185Updated 3 years ago
- Pytorch for autorec with collaborative filtering☆33Updated 6 years ago
- 一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM, xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... (pytorch, tf2.0)☆246Updated 2 years ago
- Sequential deep matching model for recommender system at Alibaba☆202Updated 4 years ago
- ☆63Updated last year
- ☆171Updated 4 years ago
- MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction☆76Updated 3 years ago
- code for the paper "Personalized Re-ranking for E-commerce Recommender Systems"☆29Updated 3 years ago
- Deep Interest Network for Click-Through Rate Prediction / Deep Interest Evolution Network for Click-Through Rate Prediction☆77Updated 4 years ago
- Implementation of DSSM for recommendation by PyTorch (Including SENet and random negative sampling)☆71Updated 2 years ago
- ☆196Updated 4 years ago
- ☆61Updated 3 years ago
- 《互联网大厂推荐算法实战》资料库☆254Updated last year
- 阿里DIEN与DIN Tensorflow2.0 复现☆53Updated 4 years ago
- This project is about recommendation system including rank&match models and metrics which are all implemented by `tensorflow 2.x`.☆21Updated 3 weeks ago
- PyTorch implementation of Entire Space Multitask Model (ESMM)☆37Updated 3 years ago