stasi009 / PracticalGuidetoRecSys
《互联网大厂推荐算法实战》资料库
☆217Updated last year
Related projects ⓘ
Alternatives and complementary repositories for PracticalGuidetoRecSys
- 主流推荐系统Rank算法的实现☆194Updated last year
- 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)☆240Updated 2 years ago
- A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.☆423Updated 6 months ago
- CTR模型代码和学习笔记总结☆377Updated 3 years ago
- TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset☆177Updated 3 years ago
- 推荐系统竞赛TOP开源解决方案汇总。☆232Updated 3 years ago
- 存放推荐算法相关代码、文档、资料☆226Updated 3 years ago
- 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…☆159Updated last year
- ☆213Updated 4 years ago
- Implementation of DSSM for recommendation by PyTorch (Including SENet and random negative sampling)☆59Updated 2 years ago
- 推荐系统/计算广告相关仓库,个人博客https://jesse-csj.github.io/☆284Updated 3 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.)☆143Updated 9 months ago
- 该仓库主要记录 推荐系统 算法工程师相关的面试题☆519Updated last year
- TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling th…☆110Updated last year
- A PyTorch implementation of DeepFM for CTR prediction problem.☆379Updated 3 years ago
- 推荐系统学习笔记☆191Updated last year
- Deep Interest Network for Click-Through Rate Prediction / Deep Interest Evolution Network for Click-Through Rate Prediction☆75Updated 4 years ago
- ☆91Updated 3 years ago
- I have surveyed the technology and papers of CTR & Recommender System, and implemented 25 common-used models with Pytorch for reusage. …☆39Updated last year
- ☆194Updated 4 years ago
- ☆171Updated 4 years ago
- Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction☆210Updated 3 years ago
- esmm model by tensorflow keras☆64Updated 3 years ago
- ☆388Updated 2 years ago
- Implements of Awesome RecSystem Models with PyTorch/TF2.0☆257Updated 4 years ago
- ☆58Updated last year
- 练习下用pytorch来复现下经典的推荐系统模型, 如MF, FM, DeepConn, MMOE, PLE, DeepFM, NFM, DCN, AFM, AutoInt, ONN, FiBiNET, DCN-v2, AFN, DCAP等☆545Updated 2 years ago
- 推荐系统从入门到实战☆168Updated 2 years ago
- some useful papers and blogs for people who are interested in online advertising☆65Updated 2 years ago
- 推荐系统排序模型复现☆43Updated 4 years ago