This is an implemention for our Information Sciences paper based on Pytorch
SocialLGN: Light Graph Convolution Network for Social Recommendation
by Jie Liao, Wei Zhou, Fengji Luo, Junhao Wen, Min Gao, Xiuhua Li, Jun Zeng
We provide two datasets: LastFM and Ciao.
Environment: I have tested this code with python3.8 Pytorch=1.7.1 CUDA=11.0
Run SocialLGN
python main.py --model=SocialLGN --dataset=lastfm --decay=1e-4 --lr=0.001 --layer=3 --seed=2020 --topks="[10,20]" --recdim=64 --bpr_batch=2048
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