collaborative-filtering 开源项目推荐（2,629 个）

gorse-io /gorse

AI powered open source recommender system engine supports classical/LLM rankers and multimodal content via embedding

hongleizhang /RSPapers

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

RUCAIBox /RecBole

A unified, comprehensive and efficient recommendation library

benfred /implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

guoguibing /librec

LibRec：推荐系统的领先Java库，请参见

robi56 /Deep-Learning-for-Recommendation-Systems

该知识库包含基于深度学习的文章、论文和推荐系统的知识库

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.

hexiangnan /neural_collaborative_filtering

Neural Collaborative Filtering

NVIDIA /DeepRecommender

Deep learning for recommender systems

cheungdaven /DeepRec

基于深度学习的开源工具包，使用TensorFlow推荐。

rixwew /pytorch-fm

Factorization Machine models in PyTorch

PreferredAI /cornac

面向多模态推荐系统的比较框架

wubinzzu /NeuRec

Next RecSys Library

towardsai /tutorials

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

MaurizioFD /RecSys2019_DeepLearning_Evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

xiangwang1223 /neural_graph_collaborative_filtering

Neural Graph Collaborative Filtering, SIGIR2019

bluemapleman /NewsRecommendSystem

个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.

HKUDS /SSLRec

[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

yudi-mars /daisyRec

“DaisyRec 2.0：严谨评估的基准测试建议”（TPAMI2022）和“我们是否在进行严格评估？”的官方代码可重复性评估与公平比较的基准测试建议（RecSys2020）

dawenl /vae_cf

Variational autoencoders for collaborative filtering