llm-xiaoye / PoincareGCN-ConvE

结合庞加莱球表示、关系感知图卷积与 ConvE 解码的知识图谱补全模型，支持三元组校验、训练、评估及头尾实体预测。

pyg-team / pytorch_geometric

Graph Neural Network Library for PyTorch

naganandy / graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

yueliu1999 / Awesome-Deep-Graph-Clustering

[IEEE T-KDE 2026] Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

jwwthu / GNN-Communication-Networks

This is the repository for the collection of Graph-based Deep Learning for Communication Networks.

udacity / deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101