Graph Representation Learning Python Packages

embiggen

🍇 Embiggen is the Python Graph Representation learning, Prediction and Evaluation submodule of the GRAPE library.

city2graph

Transform geospatial relations into graphs for Graph Neural Networks and spatial network analysis

ampligraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

pygcl

PyGCL: A PyTorch Library for Graph Contrastive Learning

graphssl

Modular PyTorch + PyG library for self-supervised learning on graphs: DGI, GraphCL, BGRL, AFGRL, GraphDINO, VICReg and Barlow Twins behind one config-driven API, with plain training loops (no Lightning, no Hydra) and reproducible benchmarks.

evalne

Source code for EvalNE, a Python library for evaluating Network Embedding methods.

gnnlens

Visualization tool for Graph Neural Networks