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

Embed arbitrary graphs in Hyperbolic space

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

Poincaré Embedding

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

(NeurIPS 2022) Official Implementation of Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification

Taxonomy refinement method to improve domain-specific taxonomy systems.

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

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

K-Means algorithm in the Poincare Disk Model

The Seven Circles Theorem made with manim

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

Variational Autoencoder with non-euclidean (hyperbolic) latent space

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

Python stuff for drawing 3D hyperbolic polyhedra.

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

"Breaking Information Cocoons: A Hyperbolic Graph-LLM Framework for Exploration and Exploitation in Recommender Systems"

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