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数据挖掘中十大算法的实现

cgi

Contrastive Graph Structure Learning via Information Bottleneck for Recommendation

dhcn

Codes for AAAI'21 paper 'Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation'

dice

The official implementation of "Disentangling User Interest and Conformity for Recommendation with Causal Embedding" (WWW '21)

gnn-recommender-systems

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

hagcl

研究如何高效利用用户与物品的交互数据进行建模，引入图对比学习方法到推荐模型中，提出一种基于同质增强的图对比学习推荐模型（Homogeneous Augmentation Graph Contrastive Learning for Recommendation Model，HAGCL），高效捕获同质结构和同质特征到用户和物品的表征中，以此提升推荐性能。

lr-gccf

Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020

qrec

QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)

recbole

A unified, comprehensive and efficient recommendation library

selfrec

An open-source framework for self-supervised recommender systems.

sgl-tensorflow