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)
☆275May 9, 2025Updated 10 months ago
Alternatives and similar repositories for CTR_Algorithm
Users that are interested in CTR_Algorithm are comparing it to the libraries listed below
Sorting:
- 基于 Pytorch 实现推荐系统相关的算法☆192Nov 17, 2021Updated 4 years 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☆684Mar 14, 2022Updated 4 years ago
- 阿里DIEN与DIN Tensorflow2.0 复现☆58Oct 9, 2020Updated 5 years ago
- Deep-Learning based CTR models implemented by PyTorch☆256Mar 11, 2021Updated 5 years ago
- 【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.☆3,390Jul 2, 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!☆719Jan 19, 2022Updated 4 years ago
- Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.☆69Jul 26, 2024Updated last year
- A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io☆1,375Jun 16, 2025Updated 9 months ago
- DIEN-pipline implement☆35Oct 15, 2019Updated 6 years ago
- A PyTorch implementation of DeepFM for CTR prediction problem.☆403Jun 1, 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☆2,157Oct 15, 2023Updated 2 years ago
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,007Aug 9, 2024Updated last year
- Recommender Learning with Tensorflow2.x☆1,983Apr 29, 2022Updated 3 years ago
- ☆1,201Mar 6, 2019Updated 7 years ago
- Notice that there are no torch-related code about item2vec, I just want to provide a readable item2vec implementation for researchers☆20May 12, 2022Updated 3 years ago
- keras implementation about Deep Interest Network☆67Jul 2, 2019Updated 6 years ago
- Code & data for IJCAI'22 paper "RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation".☆16Jul 24, 2022Updated 3 years ago
- 2021字节跳动安全AI挑战赛 6th☆16Dec 6, 2021Updated 4 years ago
- 推荐算法python实现☆26Sep 28, 2019Updated 6 years ago
- multi task mode for esmm and mmoe☆158Jul 22, 2021Updated 4 years ago
- PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction☆76Oct 22, 2019Updated 6 years ago
- helper code for kaggle handm 2022 recommendation competition☆13May 16, 2022Updated 3 years ago
- WSDM2022留存预测挑战赛 第1名解决方案☆98Feb 26, 2022Updated 4 years ago
- CTR模型代码和学习笔记总结☆396Aug 28, 2021Updated 4 years ago
- ☆1,716Jun 12, 2020Updated 5 years ago
- Implementation of AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks☆209Sep 13, 2019Updated 6 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.☆2,079Dec 4, 2025Updated 3 months ago
- Implement EGES by pytorch.☆19Aug 11, 2021Updated 4 years ago
- some ctr model, implemented by PyTorch, such as Factorization Machines, Field-aware Factorization Machines, DeepFM, xDeepFM, Deep Interes…☆70Apr 19, 2019Updated 6 years ago
- 2020腾讯广告算法大赛 Top5 solution. https://algo.qq.com/☆86Dec 9, 2020Updated 5 years ago
- Factorization Machine models in PyTorch☆1,087Apr 8, 2024Updated last year
- 图灵联邦视频点击预测大赛线上第三-【ctr, embedding, 穿越特征】☆62Mar 4, 2020Updated 6 years ago
- MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.☆343Jan 23, 2026Updated last month
- ☆173Jul 20, 2020Updated 5 years ago
- ☆218Mar 15, 2025Updated last year
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,417Apr 26, 2025Updated 10 months ago
- A Lighting Pytorch Framework for Recommendation System, Easy-to-use and Easy-to-extend.☆83Jun 4, 2022Updated 3 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
- A framework for large scale recommendation algorithms.☆2,296Dec 19, 2025Updated 3 months ago