QikaiXu / Recommender-System-Pytorch
基于 Pytorch 实现推荐系统相关的算法
☆149Updated 2 years ago
Related projects: ⓘ
- 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）☆233Updated 2 years ago
- all kinds of recommendation algorithms implement.☆115Updated 3 years ago
- 深度学习与推荐系统学习，理论结合代码更香。☆82Updated 2 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…☆141Updated last year
- 推荐算法实战(Recommend algorithm)☆119Updated 2 months ago
- 零基础入门推荐系统 - 新闻推荐 Top2☆91Updated 3 years ago
- A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.☆397Updated 4 months ago
- 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☆520Updated 2 years ago
- Share Some Recommender System Paper I read.☆65Updated 3 years ago
- Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.☆61Updated last month
- Implementation of DSSM for recommendation by PyTorch (Including SENet and random negative sampling)☆51Updated 2 years ago
- 阿里DIEN与DIN Tensorflow2.0 复现☆51Updated 3 years ago
- Pytorch for autorec with collaborative filtering☆33Updated 5 years ago
- ☆67Updated 3 years ago
- 基于netflix prize 和 H&M开源数据集，从零开始构建企业级推荐系统。☆64Updated 3 months ago
- ☆89Updated 2 years ago
- 主流推荐系统Rank算法的实现☆179Updated 10 months ago
- 存放推荐算法相关代码、文档、资料☆220Updated 3 years ago
- A PyTorch implementation of DeepFM for CTR prediction problem.☆374Updated 3 years ago
- 推荐系统竞赛TOP开源解决方案汇总。☆223Updated 2 years ago
- PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction☆65Updated 4 years ago
- multi task mode for esmm and mmoe☆123Updated 3 years ago
- 推荐系统---实验+复现+创新☆49Updated last year
- 推荐系统从入门到实战☆168Updated 2 years ago
- 原理解析及代码实战，推荐算法也可以很简单 🔥 想要系统的学习推荐算法的小伙伴，欢迎 Star 或者 Fork 到自己仓库进行学习🚀 有任何疑问欢迎提 Issues，也可加文末的联系方式向我询问！☆645Updated 2 years ago
- 推荐系统学习笔记☆186Updated last year
- 《互联网大厂推荐算法实战》资料库☆197Updated last year
- Deep-Learning based CTR models implemented by PyTorch☆250Updated 3 years ago
- 使用MovieLens数据集实现了基于Auto Encoder(AE), Variational Auto Encoder(VAE), BERT的深度学习电影推荐系统☆55Updated 3 years ago
- Implements of Awesome RecSystem Models with PyTorch/TF2.0☆255Updated 4 years ago