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Awesome-Rec

some amazing recommendation projects
188 repositories

This is a library built upon RecBole for cross-domain recommendation algorithms

Python 109 17 Updated Mar 27, 2024

the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”

Jupyter Notebook 174 17 Updated May 14, 2024

Next RecSys Library

Python 1,061 218 Updated Mar 24, 2023

A library of metrics for evaluating recommender systems

Jupyter Notebook 581 102 Updated Jan 11, 2024

cross-domain recommendation,transfer learning,pre-training,self-supervise learning papers and datasets

45 3 Updated Mar 25, 2024

该仓库主要记录 推荐系统 算法工程师相关的面试题

584 91 Updated Sep 23, 2023

推荐系统综述

532 66 Updated Mar 30, 2023

[WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"

Python 220 24 Updated Jun 20, 2024

A Toolbox for MultiModal Recommendation. Integrating 10+ Models...

Python 590 89 Updated Jun 16, 2025

[WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".

Python 88 14 Updated Mar 27, 2023

A configurable, tunable, and reproducible library for CTR prediction https://fuxictr.github.io

Python 1,337 217 Updated Jun 16, 2025

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.

Python 2,024 259 Updated Dec 4, 2025

Diffusion Recommender Model

Python 241 30 Updated Jul 4, 2024

Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"

Python 140 22 Updated May 9, 2023

该仓库尝试整理推荐系统领域的一些经典算法模型

Jupyter Notebook 2,106 415 Updated Oct 15, 2023

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/torch-rechub/

Python 680 105 Updated Dec 22, 2025
Python 1,192 412 Updated Mar 6, 2019

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

3 Updated Jan 20, 2024

[SIGIR 2023 Oral] This is our Pytorch implementation for the paper: "Meta-optimized Contrastive Learning for Sequential Recommendation".

Python 28 7 Updated Jan 5, 2024

The latest research progress of Contrastive Learning(CL), Data Augmentation(DA) and Self-Supervised Learning(SSL) in Recommender Systems

4 Updated Jan 14, 2024

推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/

Python 6,567 973 Updated Nov 16, 2025

A List of Recommender Systems and Resources

4,792 708 Updated Dec 3, 2025

A Python scikit for building and analyzing recommender systems

Python 6,743 1,048 Updated Jul 24, 2025

A Python implementation of LightFM, a hybrid recommendation algorithm.

Python 5,051 726 Updated Jul 24, 2024

RSTutorials: A Curated List of Must-read Papers on Recommender System.

6,440 1,360 Updated Aug 21, 2024

🌅 基于用户的协同过滤算法实现的商品推荐系统 https://github.com/MrQuJL/product-recommendation-system

Java 712 153 Updated Dec 16, 2022

BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS

Python 386 59 Updated Nov 8, 2024

key Deep Learning engineering tricks in recsys

Jupyter Notebook 803 182 Updated Oct 5, 2020