#

hyperbolic-embeddings

Here are 33 public repositories matching this topic...

mattiaforc / GDL

Geometric Deep Learning bachelor thesis project and notes

notes graph-theory gcn geometric-deep-learning gnn hyperbolic-embeddings

Updated Mar 3, 2020
Jupyter Notebook

drewwilimitis / hyperbolic-learning

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

python kmeans-clustering hyperbolic-geometry multidimensional-scaling hyperbolic-embeddings

Updated May 19, 2020
Jupyter Notebook

RandolphVI / HyperNet

About utilizing Hyperbolic space on NLP tasks.

nlp python3 pytorch hyperbolic-geometry hyperbolic-embeddings

Updated Sep 17, 2020
Python

FranxYao / PoincareProbe

Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces

bert hyperbolic-geometry probing hyperbolic bert-model bert-embeddings pretrained-language-model hyperbolic-embeddings bertology probing-tasks

Updated Mar 23, 2021
Jupyter Notebook

nju-websoft / HyperKA

Knowledge Association with Hyperbolic Knowledge Graph Embeddings, EMNLP 2020

knowledge-graph type-inference entity-alignment hyperbolic-embeddings knowledge-association

Updated Mar 25, 2021
Python

IngInx747 / hyperbolic-ricci-flow

Conformal Geometry Stonybrook 2020 final project

ricci-flow hyperbolic-geometry conformal-geometry hyperbolic-embeddings hyperbolic-tessellations hyperbolic-ricci-flow canonical-fundamental-domain

Updated Mar 26, 2021
C++

meiji163 / treerep

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

tree geometric-deep-learning hyperbolic-embeddings

Updated Oct 20, 2021
C++

soumyac1999 / hyperbolic-label-emb-for-hmc

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

multilabel-classification hierarchical-classification hyperbolic-embeddings hyperbolic-label-embeddings

Updated Nov 3, 2021
Python

MinaGhadimiAtigh / Hyperbolic-Busemann-Learning

Hyperbolic Busemann Learning with Ideal Prototypes, NeurIPS2021

machine-learning deep-learning poincare-embeddings hyperbolic-space hyperbolic-embeddings neurips-2021 prototype-learning

Updated Dec 9, 2021
Python

GuansongPang / jointgmc

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

hyperbolic-geometry graph-representation-learning hyperbolic-embeddings contrastive-learning

Updated Jan 27, 2022
Python

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.

pytorch metric-learning cayley-graphs hyperbolic-embeddings

Updated Feb 23, 2022
Python

AnoushkaVyas / GraphZoo

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

open-source deep-learning neural-network pythonlib network-embedding hyperbolic-geometry graph-convolutional-networks graph-neural-networks pytorch-implementation hyperbolic-embeddings

Updated Aug 24, 2022
Jupyter Notebook

MinaGhadimiAtigh / HyperbolicImageSegmentation

Hyperbolic Image Segmentation, CVPR 2022

segmentation image-segmentation semantic-segmentation hyperbolic-space hyperbolic-embeddings cvpr2022

Updated Aug 26, 2022
Python

MinaGhadimiAtigh / hyperbolic_representation_learning

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

tutorial computer-vision hyperbolic-embeddings eccv2022

Updated Oct 23, 2022
Jupyter Notebook

PlusLabNLP / HyperExpan

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

pytorch information-extraction hyperbolic-geometry graph-neural-networks hyperbolic-embeddings taxonomy-expansion dgl-graph

Updated Nov 7, 2022
Python

zealscott / HAKG

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

knowledge-graph recommender-system recommendation graph-neural-networks heterogeneous-graph hyperbolic-embeddings sigir2022

Updated Dec 5, 2022
Python

diegovalsesia / HyCoRe

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

point-cloud point-cloud-classification hyperbolic-embeddings modelnet40 scanobjectnn

Updated Dec 20, 2022
Python

ankitdhall / learning_embeddings

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

image-classification representation-learning fine-grained-classification non-euclidean-geometry hyperbolic-embeddings cvpr-2020

Updated Feb 2, 2023
Python

NoviceStone / HyperMiner

Improved Embedded Topic Models in Hyperbolic Space

topic-modeling hyperbolic-embeddings knowledge-guided-machine-learning

Updated Mar 24, 2023
Python

cvlab-columbia / hyperfuture

Code for the paper Learning the Predictability of the Future (CVPR 2021)

video-representation-learning self-supervised-learning hyperbolic-embeddings uncertainty-modeling future-predi

Updated Jul 31, 2023
Python

Improve this page

Add a description, image, and links to the hyperbolic-embeddings topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the hyperbolic-embeddings topic, visit your repo's landing page and select "manage topics."