Hyperbolic Learning Library

The Hyperbolic Learning Library (HypLL) was designed to bring the progress on hyperbolic deep learning together. HypLL is built on top of PyTorch, with an emphasis on ease-of-use.

All code is open-source. Visit us on GitHub to see open issues and share your feedback!

Getting Started

• Installation

Tutorials

• Training a Hyperbolic Classifier
• Training a Poincare ResNet
• Training Poincare embeddings for the mammals subset from WordNet

API

• hypll
  • hypll.manifolds
  • hypll.nn
  • hypll.optim
  • hypll.tensors
  • hypll.utils

Indices and tables

• Index

• Module Index

• Search Page