Representation Learning

lightly - A computer vision framework for self-supervised learningPython

A Python library for self-supervised learning on images, providing a modular PyTorch-like framework with support for modern SSL models.

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.

Awesome Network Embedding

A curated list of network embedding techniques, including papers, implementations, and related resources for graph representation learning.

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.