hyperbolic-embeddings

drewwilimitis/hyperbolic-learning

Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)

MinaGhadimiAtigh/HyperbolicImageSegmentation

Hyperbolic Image Segmentation, CVPR 2022

MinaGhadimiAtigh/hyperbolic_representation_learning

The repository for Hyperbolic Representation Learning for Computer Vision, ECCV 2022

FranxYao/PoincareProbe

Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces

nju-websoft/HyperKA

Knowledge Association with Hyperbolic Knowledge Graph Embeddings, EMNLP 2020

zealscott/HAKG

Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.

uhh-lt/Taxonomy_Refinement_Embeddings

Taxonomy refinement method to improve domain-specific taxonomy systems.

diegovalsesia/HyCoRe

Code for "Rethinking the compositionality of point clouds through regularization in the hyperbolic space" (NeurIPS 2022)

LCS2-IIITD/Hyphen

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

MinaGhadimiAtigh/Hyperbolic-Busemann-Learning

Hyperbolic Busemann Learning with Ideal Prototypes, NeurIPS2021

rsonthal/TreeRep

Learning Tree structures and Tree metrics

soumyac1999/hyperbolic-label-emb-for-hmc

Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)

AnoushkaVyas/GraphZoo

Facilitating learning, using, and designing graph processing pipelines/models systematically.

ankitdhall/learning_embeddings

Code for CVPR-W 2020 paper "Hierarchical Image Classification using Entailment Cone Embeddings" https://arxiv.org/abs/2004.03459

IngInx747/hyperbolic-ricci-flow

Conformal Geometry Stonybrook 2020 final project

TejasAnvekar/GPr-Net

NoviceStone/HyperMiner

Improved Embedded Topic Models in Hyperbolic Space

GDam90/hyp2nav

The official PyTorch implementation of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2024 paper Hyp²Nav: Hyperbolic Planning and Curiosity for Crowd Navigation.

marlin-codes/HRCF

PyTorch Implementation for "HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization(WWW2022)"

marlin-codes/HICF

PyTorch Implementation for "Hyperbolic Informative Collaborative Filtering(KDD2022)"

ttgump/scDHMap

Model-based deep hyperbolic manifold learning for visualizing complex hierarchical structures in single-cell genomics data

PlusLabNLP/HyperExpan

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

dmivilensky/Cayley-non-flat-embeddings

Let’s train various models to embed Cayley graphs to hyperbolic plane and then study, how much can we say about groups from these embeddings. At the same time, let’s study models generalization ability, by changing their hyperparameters.

himashi92/Co-Manifold

Official PyTorch implementation for Co-Manifold Learning for Semi-supervised Medical Image Segmentation

mattiaforc/GDL

Geometric Deep Learning bachelor thesis project and notes

GuansongPang/jointgmc

Learning joint Euclidean and hyperbolic graph representations. Codes for "Joint hyperbolic and Euclidean geometry contrastive graph neural networks" published in Information Sciences

meiji163/treerep

C++ implementation of TreeRep algorithm from Sonathalia & Gilbert "Tree! I am no Tree! I am a Low Dimensional Hyperbolic Embedding"

networkgeometry/FiD-Mercator

Feature-aware ultra-low dimensional reduction of real networks

RandolphVI/HyperNet

About utilizing Hyperbolic space on NLP tasks.

neuro-symbolic-ai/multi_relational_hyperbolic_word_embeddings

Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions

sebastianbreguel/HyperbolicEmbedding

This is a repository to investigation how to generate music based in Hyperbolic Embeddings

thupchnsky/sc_mvae

Mixed-curv VAE with new functionalities