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
☆684Mar 14, 2022Updated 4 years ago
Alternatives and similar repositories for recommendation_model
Users that are interested in recommendation_model are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- multi task mode for esmm and mmoe☆158Jul 22, 2021Updated 4 years ago
- 基于 Pytorch 实现推荐系统相关的算法☆192Nov 17, 2021Updated 4 years ago
- 该仓库尝试整理推荐系统领域的一些经典算法模型☆2,160Oct 15, 2023Updated 2 years ago
- 学习并复现经典的推荐系统多目标任务，如：SharedBottom、ESMM、MMoE、PLE☆41Jul 30, 2022Updated 3 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）☆276May 9, 2025Updated 10 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.☆343Jan 23, 2026Updated 2 months ago
- 【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.☆3,392Jul 2, 2024Updated last year
- The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.☆140Dec 22, 2020Updated 5 years ago
- 推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/☆6,883Updated this week
- Recommender Learning with Tensorflow2.x☆1,986Apr 29, 2022Updated 3 years ago
- A Lighting Pytorch Framework for Recommendation Models (PyTorch推荐算法框架), Easy-to-use and Easy-to-extend. https://datawhalechina.github.io/…☆951Updated this week
- A PyTorch implementation of DeepFM for CTR prediction problem.☆405Jun 1, 2021Updated 4 years ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,007Aug 9, 2024Updated last year
- 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！☆720Jan 19, 2022Updated 4 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset☆216Oct 21, 2021Updated 4 years ago
- 推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.☆2,085Dec 4, 2025Updated 3 months ago
- A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io☆1,377Jun 16, 2025Updated 9 months ago
- 主流推荐系统Rank算法的实现☆287Oct 25, 2023Updated 2 years ago
- A unified, comprehensive and efficient recommendation library☆4,331Feb 24, 2025Updated last year
- Factorization Machine models in PyTorch☆1,087Apr 8, 2024Updated last year
- Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Yout…☆4,084Apr 2, 2025Updated 11 months ago
- Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ran…☆2,402Updated this week
- A framework for large scale recommendation algorithms.☆2,296Dec 19, 2025Updated 3 months ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆3,966Feb 7, 2024Updated 2 years ago
- 推荐系统---实验+复现+创新☆49May 17, 2023Updated 2 years ago
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,416Apr 26, 2025Updated 11 months ago
- 【浅梦学习笔记】文章汇总:包含 排序&CXR预估，召回匹配，用户画像&特征工程，推荐搜索综合 计算广告，大数据，图算法，NLP&CV，求职面试 等内容☆1,808Dec 24, 2022Updated 3 years ago
- RSTutorials: A Curated List of Must-read Papers on Recommender System.☆6,461Mar 12, 2026Updated 2 weeks ago
- A Toolkit for Neural Review-based Recommendation models with Pytorch.☆175Feb 21, 2022Updated 4 years ago
- A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)☆735Mar 25, 2023Updated 3 years ago
- 推荐系统综述☆539Mar 30, 2023Updated 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…☆256May 26, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS☆388Nov 8, 2024Updated last year
- The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems☆429Sep 2, 2025Updated 6 months ago
- 使用BERT预训练语言模型获取评论文本的向量表示，通过Bi-GRU网络学习其中的语义特征，分别采用情感权重和注意力机制来为评论向量分配权重，动态调节其对用户特征和产品特征的影响程度，并以加权求和的方式获得用户特征和产品特征，最后利用DeepFM算法对用户特征和产品特征进行深…☆16Mar 28, 2023Updated 2 years ago
- 搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）☆4,324Updated this week
- Implementation of DSSM for recommendation by PyTorch (Including SENet and random negative sampling)☆95Jul 11, 2022Updated 3 years ago
- CTR模型代码和学习笔记总结☆396Aug 28, 2021Updated 4 years ago
- 基于movieLen1M数据集的DSSM深度召回实验☆23Feb 6, 2021Updated 5 years ago