Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ranking (CTR/CVR prediction), Post Ranking, Relevance, LLM, Reinforcement Learning and so on.
☆2,402Mar 21, 2026Updated last 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
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.☆2,092Updated this week
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,008Aug 9, 2024Updated last year
- 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
- RSTutorials: A Curated List of Must-read Papers on Recommender System.☆6,467Mar 12, 2026Updated 2 weeks ago
- Papers on Computational Advertising☆4,379Feb 9, 2021Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io☆1,385Jun 16, 2025Updated 9 months ago
- Classic papers and resources on recommendation☆3,521Oct 16, 2025Updated 5 months 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
- 【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.☆3,401Jul 2, 2024Updated last year
- 【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
- 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☆1,020Jan 20, 2024Updated 2 years ago
- Recommender System Papers☆992Oct 14, 2022Updated 3 years ago
- A unified, comprehensive and efficient recommendation library☆4,331Feb 24, 2025Updated last year
- ☆1,201Mar 6, 2019Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆3,966Feb 7, 2024Updated 2 years ago
- A collection of research and application papers of (uncertainty) calibration techniques.☆343Jan 3, 2024Updated 2 years ago
- ☆1,717Jun 12, 2020Updated 5 years ago
- An industrial deep learning framework for high-dimension sparse data☆4,307Sep 25, 2024Updated last year
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,251Mar 17, 2025Updated last year
- A framework for large scale recommendation algorithms.☆2,301Dec 19, 2025Updated 3 months ago
- DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foun…☆1,172Jan 21, 2025Updated last year
- Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (…☆1,807Updated this week
- 推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/☆6,916Mar 21, 2026Updated last week
- 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.
- Recommender Learning with Tensorflow2.x☆1,986Apr 29, 2022Updated 3 years ago
- A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.☆3,690Dec 20, 2024Updated last year
- CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)☆934Nov 15, 2019Updated 6 years ago
- This repository collects debiasing methods for recommendation☆461Feb 19, 2024Updated 2 years ago
- MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.☆343Jan 23, 2026Updated 2 months ago
- Paper List for Recommend-system PreTrained Models☆349Mar 19, 2026Updated last week
- 计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估☆2,075Dec 17, 2019Updated 6 years ago
- Multi-thread implementation of Factorization Machines with FTRL for binary-class classification problem.☆904Jun 22, 2021Updated 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
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS☆388Nov 8, 2024Updated last year
- 深度学习相关的模型训练、评估和预测相关代码☆1,043Jul 26, 2021Updated 4 years ago
- TensorFlow Recommenders is a library for building recommender system models using TensorFlow.☆2,005Jan 23, 2026Updated 2 months ago
- Best Practices on Recommendation Systems☆21,559Updated this week
- LibRerank is a toolkit for re-ranking algorithms. There are a number of re-ranking algorithms, such as PRM, DLCM, GSF, miDNN, SetRank, EG…☆269Feb 21, 2022Updated 4 years ago
- TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling th…☆123Oct 19, 2023Updated 2 years ago
- HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training☆1,054Mar 12, 2026Updated 2 weeks ago