深度学习与推荐系统学习，理论结合代码更香。
☆165Jul 30, 2022Updated 4 years ago
Alternatives and similar repositories for Recommend-System
Users that are interested in Recommend-System are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 推荐系统与深度学习☆35Apr 19, 2021Updated 5 years ago
- 基于王喆老师的深度学习推荐系统书籍，主要用pytorch实现了里面涉及到的算法，有很少数量的算法是用tf2.0实现的。在这个过程中也参考很多大佬的复现代码，希望自己能持续学习 多多去实现。☆55Jan 5, 2023Updated 3 years ago
- 推荐系统之深度学习模型，框架采用tensorflow2☆58May 11, 2022Updated 4 years ago
- 基于 Pytorch 实现推荐系统相关的算法☆188Nov 17, 2021Updated 4 years ago
- 推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/☆7,465Jun 27, 2026Updated 4 months ago
- 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.
- 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）☆4,631Updated this week
- 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 3 years ago
- 优质的推荐算法资源汇总☆216Jan 9, 2022Updated 4 years ago
- A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.☆1,238Updated this week
- [KDD'25] Large Language Model Enhanced Recommender Systems: Taxonomy, Trend, Application and Future☆12Mar 10, 2025Updated last year
- Paper阅读记录博客（基于GitHub Action和GitHub Issue实现）。☆62Sep 19, 2025Updated last year
- 使用BERT预训练语言模型获取评论文本的向量表示，通过Bi-GRU网络学习其中的语义特征，分别采用情感权重和注意力机制来为评论向量分配权重，动态调节其对用户特征和产品特征的影响程度，并以加权求和的方式获得用户特征和产品特征，最后利用DeepFM算法对用户特征和产品特征进行深…☆17Mar 28, 2023Updated 3 years ago
- 学习并复现经典的推荐系统多目标任务，如：SharedBottom、ESMM、MMoE、PLE☆42Jul 30, 2022Updated 4 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☆682Mar 14, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 零基础入门推荐系统 - 新闻推荐 Top2☆439Jan 24, 2021Updated 5 years ago
- “阿里灵杰”问天引擎电商搜索算法赛 13/2771☆10Jul 31, 2022Updated 4 years ago
- 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！☆728Jan 19, 2022Updated 4 years ago
- 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）☆279May 9, 2025Updated last year
- 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.☆2,212Jun 11, 2026Updated 4 months ago
- ☆4,242Feb 7, 2024Updated 2 years ago
- 一个可直接落地的端到端推荐系统原型，覆盖离线训练、在线推断与可视化展示，核心链路为：DSSM 双塔召回 → DeepFM 粗排 → 策略补充（热门/冷启动）。☆16Aug 13, 2025Updated last year
- 「推荐算法学习+面试指南」一份涵盖大部分推荐算法工程师所需要掌握的核心知识。【目前更新就业面试的八股文询问内容】☆19Apr 27, 2023Updated 3 years ago
- Minimal reproduction of OneRec☆1,948Oct 19, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- the 1st place of WSDM 2022 Challenge (Temporal Link Prediction)☆13Jun 17, 2023Updated 3 years ago
- source code of paper "A Contextual-Aware Position Encoding for Sequential Recommendation", WWW'25☆11May 26, 2025Updated 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☆1,840Dec 24, 2022Updated 3 years ago
- ☆10Feb 17, 2024Updated 2 years ago
- 《互联网大厂推荐算法实战》资料库☆338Apr 25, 2023Updated 3 years ago
- 《推荐系统：工业架构与核心算法》开源书稿☆483Updated this week
- all kinds of recommendation algorithms implement.☆127Jan 8, 2021Updated 5 years ago
- exFM - FM model with some useful extensions☆17Dec 20, 2024Updated last year
- ☆10Jan 11, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Competition Review☆27May 12, 2020Updated 6 years ago
- A Deep Learning Recommender System☆2,782Jun 2, 2024Updated 2 years ago
- Paper Lists for Graph Neural Networks☆10Apr 16, 2019Updated 7 years ago
- Official GitHub repository of the lecture "Multimodal Deep Learning for Recommendation", at the 2024 ACM RecSys Summer School☆12Oct 12, 2024Updated 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☆56Feb 6, 2022Updated 4 years ago
- 《推荐系统实践》代码实现☆746Mar 11, 2019Updated 7 years ago
- 🔥🔥🔥 基于 PyTorch Lightning 和 MIND 数据集的模块化新闻推荐系统框架。实现了从特征工程到召回 (DSSM) 与排序 (Deep, DCN, WideDeep, FM) 的完整链路。☆49Apr 12, 2026Updated 6 months ago