Abstract: Graph Convolutional Networks (GCN) and their variants utilize learnable weight matrices and nonlinear activation functions to extract features from data. The selection of activation ...

Node ranking, a fundamental task in network analysis, quantifies the relative significance of nodes within interconnected systems. Although recent advances in Graph Neural Networks (GNNs) have ...

$ pip install -U pip pytest codecov coverage pytest-cov $ pytest -v --cov-config=.coveragerc --cov-report term --cov=gklearn gklearn/tests/ ...

GPU training is automatic if CUDA is available. CPU and Apple MPS are also supported.