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ai-recommendersystem

该仓库尝试整理推荐系统领域的一些经典算法模型

ai_pappers

AI Paper阅读记录与收藏：机器学习/深度学习/自然语言处理/计算机视觉/智能语音/推荐系统/知识图谱

bert4rec-vae-pytorch

Pytorch implementation of BERT4Rec and Netflix VAE.

diffnet

Graph Neural Network based Social Recommendation Model. SIGIR2019.

graphrec_pytorch

A PyTorch implementation of Graph Neural Networks for Social Recommendation (GraphRec)

movierecommend

一个电影推荐系统

paddlerec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

recommended-system

rsalgorithms

Some algorithms about traditional and social recommendation.

sasrec

SASRec: Self-Attentive Sequential Recommendation

sasrec.pytorch

PyTorch(1.6+) implementation of https://github.com/kang205/SASRec

social-recommendation

Summary of social recommendation papers and codes

timesvdpp

tisasrec

TensorFlow implementation for paper Time Interval Aware Self-Attention for Sequential Recommendation.

trustmf-implicit

trustsvd

TrustSVD: Collaborative Filtering with Both the Explicit and Implicit Influence of User Trust and of Item Ratings

users_clustering

根据用户的行为模型，使用k-means算法对用户进行聚类