code for "Continuous Hierarchical Representations with Poincaré Variational Auto-Encoders".

Embed arbitrary graphs in Hyperbolic space

Poincaré Embedding

Code for the paper "Fine-Grained Entity Typing in Hyperbolic Space"

ICLR 2024 | Fully Hyperbolic Convolutional Neural Networks for Computer Vision | Official Implementation

Taxonomy refinement method to improve domain-specific taxonomy systems.

[NeurIPS 2022 Oral (Spotlight)] Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification

Repository containing the official code for the paper Graph-based Modeling of Online Communities for Fake News Detection.

GyroSPD: Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices

draw the Wythoff construction of uniform tilings in hyperbolic plane

The Seven Circles Theorem made with manim

Variational Autoencoder with non-euclidean (hyperbolic) latent space

K-Means algorithm in the Poincare Disk Model

Reference implementation of the HEAT algorithm described in https://link.springer.com/chapter/10.1007/978-3-030-62362-3_4

A Python tool to visualize geometric shapes in the native representation of hyperbolic space.

Experiments and content for the "Accelerating hyperbolic t-SNE" paper.

Official implementation of Highly Scalable and Provably Accurate Classification in Poincaré Balls (ICDM regular paper 2021)

Python stuff for drawing 3D hyperbolic polyhedra.

[EMNLP'21 Findings] HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning

dm-haiku implementation of hyperbolic neural networks