hyperbolic-geometry

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

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

Embed arbitrary graphs in Hyperbolic space

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.

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

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

draw the Wythoff construction of uniform tilings in hyperbolic plane

[KDD 2026] "Breaking Information Cocoons: A Hyperbolic Graph-LLM Framework for Exploration and Exploitation in Recommender Systems"

K-Means algorithm in the Poincare Disk Model

Variational Autoencoder with non-euclidean (hyperbolic) latent space

High-Performance Hyperbolic Sparse Autoencoders for Mechanistic Interpretability

The Seven Circles Theorem made with manim

Research-grade PyTorch math: differential geometry, spectral graph theory, discrete Ricci flow, simplicial topology, persistent homology, cellular sheaves, SO(3) Lie primitives, information geometry, tensor decompositions, content-addressable provenance. GPU-native, batched-first, audit-clean, cited.

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

Python stuff for drawing 3D hyperbolic polyhedra.

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