solidglue / Recommender_SystemLinks
推荐系统入门指南,全面介绍了工业级推荐系统的理论知识(王树森推荐系统公开课-基于小红书的场景讲解工业界真实的推荐系统),如何基于TensorFlow2训练模型,如何实现高性能、高并发、高可用的Golang推理微服务。Comprehensively introduced the theory of industrial recommender system, how to trainning models based on TensorFlow2, how to implement the high-performance、high-concurrency and high-available inference services base on Golang.
☆677Updated 10 months ago
Alternatives and similar repositories for Recommender_System
Users that are interested in Recommender_System are comparing it to the libraries listed below
Sorting:
- YouTube推荐系统深度学习召回排序算法, Deep Neural Networks for YouTube Recommendations. YouTubeDNN.☆133Updated last year
- Large scale recommender system inference Microservices and APIs (Dubbo 、gRPC and REST ) with Golang.☆121Updated last year
- 机器学习Sklearn入门指南。Machine Learning Sklearn API and Examples with Python3 and Jupyter Notebook.☆119Updated last year
- ☆3,799Updated last year
- 深度学习TensorFlow2入门指南。Deep Learning TensorFlow2 API and Examples with Python3 and Jupyter Notebook.☆102Updated 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)☆4,143Updated this week
- 优质的推荐算法资源汇总☆170Updated 3 years ago
- A Lighting Pytorch Framework for Recommendation Models (PyTorch推荐算法框架), Easy-to-use and Easy-to-extend. https://datawhalechina.github.io/…☆684Updated last week
- 该仓库尝试整理推荐系统领域的一些经典算法模型☆2,109Updated 2 years ago
- 该仓库记录搜索推荐算法工程师的必备面试知识点+paper☆317Updated last year
- 《互联网大厂推荐算法实战》资料库☆309Updated 2 years ago
- 推荐算法实战(Recommend algorithm)☆222Updated 6 months ago
- 该仓库主要记录 推荐系统 算法工程师相关的面试题☆584Updated 2 years ago
- 总结了小红书博主算法小小怪在学习LLM和推荐系统的笔记☆71Updated this week
- 深度学习与推荐系统学习,理论结合代码更香。☆157Updated 3 years ago
- 天池大赛——新闻推荐场景下的用户行为预测挑战赛,SOLO赛,B榜排名5/5338☆66Updated 4 years ago
- 零基础入门推荐系统 - 新闻推荐 Top2☆348Updated 4 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.☆2,031Updated last month
- ☆79Updated 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!☆717Updated 3 years ago
- 推荐系统综述☆532Updated 2 years ago
- 推荐系统学习笔记☆217Updated 2 years ago
- kaggle比赛—otto多目标推荐系统源代码,单模型分数0.594,LB排名30左右☆76Updated 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☆1,791Updated 3 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☆664Updated 3 years ago
- HLLM: Enhancing Sequential Recommendations via Hierarchical Large Language Models for Item and User Modeling☆571Updated 4 months ago
- 推荐系统八股160问☆227Updated 9 months ago
- Paper阅读记录博客(基于GitHub Action和GitHub Issue实现)。☆57Updated 3 months ago
- 机器学习,深度学习八股☆182Updated 9 months ago
- 推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/☆6,580Updated last month