guyulongcs / Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Ranking (CTR/CVR prediction), Post Ranking, Large Model (Generative Recommendation, LLM), Transfer learning, Reinforcement Learning and so on.
☆1,638Updated this week
Alternatives and similar repositories for Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Users that are interested in Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising are comparing it to the libraries listed below
Sorting:
- 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.☆1,735Updated 2 weeks ago
- A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io☆1,145Updated last month
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,333Updated 2 weeks ago
- Recommender System Papers☆967Updated 2 years ago
- 【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.☆3,192Updated 10 months ago
- Factorization Machine models in PyTorch☆1,061Updated last year
- 推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction☆1,008Updated last year
- This is a repository of public data sources for Recommender Systems (RS).☆974Updated 8 months ago
- ☆1,666Updated 4 years ago
- ☆1,116Updated 5 years ago
- Next RecSys Library☆1,057Updated 2 years ago
- ☆1,162Updated 6 years ago
- Recommender Learning with Tensorflow2.x☆1,935Updated 3 years ago
- Recommender Systems Paperlist that I am interested in☆452Updated 3 years ago
- Classic papers and resources on recommendation☆3,366Updated 4 years ago
- “Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.☆586Updated 2 months ago
- Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (…☆1,055Updated this week
- An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.☆1,152Updated 2 years 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☆1,696Updated 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☆611Updated 3 years ago
- This repository collects debiasing methods for recommendation☆426Updated last year
- SASRec: Self-Attentive Sequential Recommendation☆796Updated last year
- A unified, comprehensive and efficient recommendation library☆3,745Updated 2 months ago
- BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS☆371Updated 6 months ago
- Neural Collaborative Filtering☆1,842Updated 2 years ago
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆904Updated 3 years ago
- Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benc…☆552Updated 9 months ago
- CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)☆923Updated 5 years ago
- A framework for large scale recommendation algorithms.☆1,996Updated last week
- The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!☆810Updated 4 years ago