testData = pd.read_table( r'/Users/wangyang/Downloads/LightGCN-PyTorch-master 4/data/gowalla/train.txt', header=None) testData -= 1 print(testData) 学姐这个数据的装载为什么会➕一的操作,不是理解trust这个数据集在哪里这个文件 2022-07-09 回复喜欢 假装很酷 解决了学姐,看错数据集了...
pytorch version results (stop at 1000 epochs): (for seed=2020) gowalla: Recallndcgprecision layer=1 0.1687 0.1417 0.05106 layer=2 0.1786 0.1524 0.05456 layer=3 0.1824 0.1547 0.05589 layer=4 0.1825 0.1537 0.05576 yelp2018 Recallndcgprecision layer=1 0.05604 0.04557 0.02519 layer=2 0.05988 0.04956...
文章基于对推荐问题的理解,简化了GCN模型提出适用于推荐领域的LightGCN。 LightGCN在保证效果的同时,通过简化结构和降低模型复杂度,有效的降低了模型训练难度提升了模型训练效果。 代码: https://github.com/gusye1234/LightGCN-PyTorch/blob/master/code/model.pygithub.com/gusye1234/LightGCN-PyTorch/blob/master/co...
master code data amazon-book README.md item_list.txt test.txt train.txt user_list.txt gowalla lastfm yelp2018 imgs .gitignore README.md requirements.txt Breadcrumbs LightGCN-PyTorch /data /amazon-book / train.txt Latest commit Gus Ye add datasets ae21737· Mar 22, 2020 HistoryHistory ...
Contributors: Dr. Xiangnan He (staff.ustc.edu.cn/~hexn/), Kuan Deng, Yingxin Wu. (We also provide Pytorch implementation for LightGCN :https://github.com/gusye1234/LightGCN-PyTorch. Contributors: Jianbai Ye.) Introduction In this work, we aim to simplify the design of GCN to make it mo...
完整的复现代码在这个项目的folder:light-gcn-paddle (论文实现代码), paddorch (提供pytorch接口的paddle实现) 关于我写的torch接口代码请参考pytorch 转 paddle 心得有兴趣了解的朋友可以看我在这个视频的Paddorch介绍(10分钟位置开始), 之前我用paddorch库复现了3个GAN类别的项目。
(We also provide Pytorch implementation for LightGCN :https://github.com/gusye1234/LightGCN-PyTorch. Contributors: Jianbai Ye.) Introduction In this work, we aim to simplify the design of GCN to make it more concise and appropriate for recommendation. We propose a new model named LightGCN, inc...
Xiangnan He (staff.ustc.edu.cn/~hexn/), Kuan Deng, Yingxin Wu. (We also provide Pytorch implementation for LightGCN : https://github.com/gusye1234/LightGCN-PyTorch. Contributors: Jianbai Ye.) Introduction In this work, we aim to simplify the design of GCN to make it more concise and ...
(We also provide Pytorch implementation for LightGCN :https://github.com/gusye1234/LightGCN-PyTorch. Contributors: Jianbai Ye.) Introduction In this work, we aim to simplify the design of GCN to make it more concise and appropriate for recommendation. We propose a new model named LightGCN, inc...
LandyLee-gdut / LightGCN-PyTorch Public forked from gusye1234/LightGCN-PyTorch Notifications Fork 0 Star 0 Code Pull requests Actions Projects Security Insights Commitsyn from bitahub Browse files master Gus Ye committed Apr 8, 2020 1 parent d083090 commit bda8fab ...