Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.

An advanced GNN-based system for link prediction and multi-relational reasoning over large knowledge graphs (e.g., Wikidata or biomedical KGs). Includes self-supervised graph pretraining, explainable reasoning path visualization, and Neo4j integration — with optional neuro-symbolic LLM reasoning.