Graph Machine Learning

PyTorch-BigGraphPython

A distributed system for learning graph embeddings from large-scale graphs with billions of entities and trillions of edges.

StellarGraphPython

A Python library for machine learning on graphs and networks, offering state-of-the-art algorithms for tasks like node classification and link prediction.

Karate Club - An unsupervised machine learning library for graph structured dataPython

An API-oriented Python framework for unsupervised learning on graphs, featuring node/graph embeddings and community detection.

Awesome Explainable Graph Reasoning

A curated collection of research papers and software for explainable graph machine learning and reasoning.