GKONGJ

LibMTL

多任务学习

pyecharts

🎨 Python Echarts Plotting Library

SSLRec

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

CML

The implementation of Contrastive Meta Learning with Behavior Multiplicity forRecommendation

RecBole-GNN

Efficient and extensible GNNs enhanced recommender library based on RecBole.

RecBole

A unified, comprehensive and efficient recommendation library

awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

d2l-zh-pytorch-slides

Pytorch版代码幻灯片

LightGCN-PyTorch

The PyTorch implementation of LightGCN

MBSSL

RGCF

数据降噪[SIGIR'22] Official PyTorch implementation for "Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering".

GNN-in-RS

GNN in Recommendation System (ACM Computing Surveys 2022)PKU-DAIR实验室：首篇基于图神经网络的推荐系统综述，211篇参考文献

MixGCF

MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021

PyGCL

PyGCL: A PyTorch Library for Graph Contrastive Learning

SGL-Torch

SGL PyTorch version

IMP_GCN

Pytorch Implementation of Interest-Aware Message-Passing GCN for Recommender Systems

AutomaticWeightedLoss

Multi-task learning using uncertainty to weigh losses for scene geometry and semantics, Auxiliary Tasks in Multi-task Learning

web

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