The implementation is at: https://github.com/nishnik/poincare_embeddings

Corresponding blog post: https://medium.com/towards-data-science/facebook-research-ju...

Corresponding paper: https://arxiv.org/abs/1705.08039

This paper explores Poincare disk model instead of Euclidean space for embedding hierarchical data