torch-geometric

PyTorch Geometric is a library built on PyTorch for developing and training Graph Neural Networks (GNNs). Apply this skill for deep learning on graphs and irregular structures, including mini-batch processing, multi-GPU training, and geometric deep learning applications.

PyG represents graphs using the torchgeometric.data.Data class with these key attributes:

Important: These attributes are not mandatory—extend Data objects with custom attributes as needed.

Graphische neuronale Netze (PyG). Knoten-/Graphklassifizierung, Linkvorhersage, GCN, GAT, GraphSAGE, heterogene Graphen, Vorhersage molekularer Eigenschaften, für geometrisches Deep Learning. Quelle: ovachiever/droid-tings.