recommendation 开源项目推荐（911 个）

recommenders-team /recommenders

推荐系统最佳实践

shenweichen /DeepCTR

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

PaddlePaddle /models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

NicolasHug /Surprise

A Python scikit for building and analyzing recommender systems

TideDra /zotero-arxiv-daily

根据你的 Zotero 文献库，每天推荐你感兴趣的新 arXiv 论文。

benfred /implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

wzhe06 /Reco-papers

Classic papers and resources on recommendation

shenweichen /DeepMatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

AkaliKong /MiniOneRec

OneRec的最小复制

charlesXu86 /Chatbot_CN

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

volcengine /SearchCLI

用于将 AI 搜索、推荐和对话式检索集成到智能体系统和业务系统的开放 CLI。

cheungdaven /DeepRec

基于深度学习的开源工具包，使用TensorFlow推荐。

tsinghua-fib-lab /GNN-Recommender-Systems

An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)

imsheridan /DeepRec

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

qiaoguan /deep-ctr-prediction

基于深度学习的CTR预测模型（基于深度学习的广告推荐CTR预估模型）

limbopro /JichangTuijian

毒奶博主的自用机场推荐——100GB/15元/月起(最高享8折优惠)，SS/v2Ray/Trojan协议支持，IEPL专线加持，稳定低延迟，ChatGPT，Netflix等流媒体解锁；

xiangwang1223 /neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

EdoardoBotta /RQ-VAE-Recommender

[Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"

daicoolb /RecommenderSystem-Paper

这个仓库包含了一些我读过或认为可能非常有趣的论文。

FeiSun /BERT4Rec

BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer