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）
☆4,528Jul 19, 2026Updated last week
Alternatives and similar repositories for Algorithm-Practice-in-Industry
Users that are interested in Algorithm-Practice-in-Industry 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.☆2,168Jun 11, 2026Updated last month
- 推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/☆7,233Jun 27, 2026Updated 3 weeks ago
- ☆4,150Feb 7, 2024Updated 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☆1,825Dec 24, 2022Updated 3 years ago
- Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ran…☆2,557Apr 25, 2026Updated 3 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Easy-to-use,Modular and Extendible package of deep-learning based CTR models .☆8,050Jul 2, 2026Updated 3 weeks ago
- Repository hosting code for "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (…☆1,950Updated this week
- A framework for large scale recommendation algorithms.☆2,350Apr 15, 2026Updated 3 months ago
- Paper阅读记录博客（基于GitHub Action和GitHub Issue实现）。☆60Sep 19, 2025Updated 10 months ago
- 大厂发布的AI落地实践、顶尖实验室的最新论文、工业界的真实踩坑记录☆3,686Jun 9, 2026Updated last month
- A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io☆1,458Jun 6, 2026Updated last month
- 该仓库尝试整理推荐系统领域的一些经典算法模型☆2,185Oct 15, 2023Updated 2 years ago
- Papers on Computational Advertising☆4,401Feb 9, 2021Updated 5 years ago
- A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can…☆2,435Apr 18, 2026Updated 3 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 《互联网大厂推荐算法实战》资料库☆334Apr 25, 2023Updated 3 years ago
- RSTutorials: A Curated List of Must-read Papers on Recommender System.☆6,513Mar 12, 2026Updated 4 months ago
- A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.☆1,187Updated this week
- Classic papers and resources on recommendation☆3,567Oct 16, 2025Updated 9 months ago
- A list of awesome papers and resources of recommender system on large language model (LLM).☆2,296Mar 17, 2025Updated last year
- [Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"☆831Jul 1, 2026Updated 3 weeks ago
- 【PyTorch】Easy-to-use,Modular and Extendible package of deep-learning based CTR models.☆3,446Jul 9, 2026Updated 2 weeks ago
- 搜索引擎原理☆1,903Apr 19, 2024Updated 2 years ago
- Minimal reproduction of OneRec☆1,711May 14, 2026Updated 2 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Recommender Learning with Tensorflow2.x☆1,988Apr 29, 2022Updated 4 years ago
- GRID: Generative Recommendation with Semantic IDs☆717Oct 15, 2025Updated 9 months ago
- An industrial deep learning framework for high-dimension sparse data☆4,301Sep 25, 2024Updated last year
- An Open Foundation Model and Benchmark to Accelerate Generative Recommendation☆884May 18, 2026Updated 2 months ago
- DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foun…☆1,197Jan 21, 2025Updated last year
- A collection of research and application papers of (uncertainty) calibration techniques.☆345Jan 3, 2024Updated 2 years ago
- A Deep Learning Recommender System☆2,766Jun 2, 2024Updated 2 years ago
- Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.☆1,549Jan 17, 2026Updated 6 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)☆939Nov 15, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 主流推荐系统Rank算法的实现☆293Oct 25, 2023Updated 2 years ago
- 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
- 该仓库主要记录 推荐系统 算法工程师相关的面试题☆599Sep 23, 2023Updated 2 years ago
- 计算广告机制策略相关材料整理(A collection of research and application papers about Strategy in Internet advertising.)☆186Feb 18, 2024Updated 2 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☆1,017Jan 20, 2024Updated 2 years ago
- HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling☆625Aug 26, 2025Updated 11 months ago
- A unified, comprehensive and efficient recommendation library☆4,522Feb 24, 2025Updated last year