Prayforhanluo / CTR_Algorithm
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）
☆253Updated 3 years ago
Alternatives and similar repositories for CTR_Algorithm:
Users that are interested in CTR_Algorithm are comparing it to the libraries listed below
- 主流推荐系统Rank算法的实现☆244Updated last year
- 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…☆205Updated last year
- CTR模型代码和学习笔记总结☆387Updated 3 years ago
- 存放推荐算法相关代码、文档、资料☆246Updated 4 years ago
- A PyTorch implementation of DeepFM for CTR prediction problem.☆390Updated 3 years ago
- TensorFlow implementation of multi-task learning architectures, incl. MMoE & PLE, on wechat dataset☆192Updated 3 years ago
- Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.☆67Updated 9 months ago
- 推荐系统竞赛TOP开源解决方案汇总。☆254Updated 3 years ago
- 《互联网大厂推荐算法实战》资料库☆277Updated 2 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☆608Updated 3 years ago
- A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.☆517Updated last week
- 阿里DIEN与DIN Tensorflow2.0 复现☆55Updated 4 years ago
- MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.☆312Updated 2 years ago
- 基于 Pytorch 实现推荐系统相关的算法☆178Updated 3 years ago
- Implements of Awesome RecSystem Models with PyTorch/TF2.0☆257Updated 5 years ago
- ☆215Updated 4 years ago
- multi task mode for esmm and mmoe☆145Updated 3 years ago
- TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling th…☆112Updated last year
- Implementation of DSSM for recommendation by PyTorch (Including SENet and random negative sampling)☆80Updated 2 years ago
- Deep Interest Network for Click-Through Rate Prediction / Deep Interest Evolution Network for Click-Through Rate Prediction☆79Updated 4 years ago
- BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS☆370Updated 5 months ago
- Deep-Learning based CTR models implemented by PyTorch☆251Updated 4 years ago
- PyTorch Implementation of Deep Interest Network for Click-Through Rate Prediction☆74Updated 5 years ago
- Source code for paper: HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction☆81Updated 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！☆688Updated 3 years ago
- Solution to the Debiasing Track of KDD CUP 2020☆159Updated 2 years ago
- A Lighting Pytorch Framework for Recommendation System, Easy-to-use and Easy-to-extend.☆82Updated 2 years ago
- The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.☆134Updated 4 years ago
- DeepFM for CTR prediction problem （pytorch 1.0）☆72Updated 5 years ago
- ☆94Updated 3 years ago