Link Prediction

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.

Knowledge Representation Learning PapersTeX

A curated collection of must-read academic papers on knowledge representation learning and knowledge embedding, with an associated open-source toolkit.

Auto Graph LearningPython

An autoML framework and toolkit for automating machine learning tasks on graph-structured data.

TypeDB-MLPython

A machine learning integrations library for TypeDB, enabling graph algorithms and Graph Neural Networks on strongly-typed graph data.

PaperRobot: Incremental Draft Generation of Scientific IdeasPython

An AI system that incrementally generates scientific paper drafts by predicting links between concepts and generating text sections.

OpenBioLinkPython

A resource and evaluation framework for benchmarking link prediction models on large-scale, heterogeneous biomedical knowledge graphs.

PyTorch Geometric Signed DirectedPython

A PyTorch Geometric extension library for signed and directed graph neural networks, embedding, and clustering methods.