cvlab-columbia/hyperfuture

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

Language: Python - Size: 40 KB - Last synced at: 21 days ago - Pushed at: over 1 year ago - Stars: 166 - Forks: 26

drewwilimitis/hyperbolic-learning

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

Language: Jupyter Notebook - Size: 96.9 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 122 - Forks: 28

MinaGhadimiAtigh/hyperbolic_representation_learning

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

Language: Jupyter Notebook - Size: 15.4 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 63 - Forks: 5

FranxYao/PoincareProbe

Implementation of ICLR 21 paper: Probing BERT in Hyperbolic Spaces

Language: Jupyter Notebook - Size: 5.94 MB - Last synced at: 18 days ago - Pushed at: about 4 years ago - Stars: 58 - Forks: 5

MinaGhadimiAtigh/HyperbolicImageSegmentation

Hyperbolic Image Segmentation, CVPR 2022

Language: Python - Size: 1.06 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 48 - Forks: 7

nju-websoft/HyperKA

Knowledge Association with Hyperbolic Knowledge Graph Embeddings, EMNLP 2020

Language: Python - Size: 29.3 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 38 - Forks: 5

LCS2-IIITD/Hyphen

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

Language: Python - Size: 486 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 27 - Forks: 1

uhh-lt/Taxonomy_Refinement_Embeddings

Taxonomy refinement method to improve domain-specific taxonomy systems.

Language: Python - Size: 3.74 MB - Last synced at: 5 months ago - Pushed at: 10 months ago - Stars: 27 - Forks: 2

zealscott/HAKG

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

Language: Python - Size: 35.6 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 2

diegovalsesia/HyCoRe

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

Language: Python - Size: 3.07 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 26 - Forks: 2

AnoushkaVyas/GraphZoo

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

Language: Jupyter Notebook - Size: 15.7 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 7

soumyac1999/hyperbolic-label-emb-for-hmc

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

Language: Python - Size: 183 KB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 24 - Forks: 5

rsonthal/TreeRep

Learning Tree structures and Tree metrics

Language: Jupyter Notebook - Size: 24.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 22 - Forks: 1

ankitdhall/learning_embeddings

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

Language: Python - Size: 2.54 MB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 22 - Forks: 7

MinaGhadimiAtigh/Hyperbolic-Busemann-Learning

Hyperbolic Busemann Learning with Ideal Prototypes, NeurIPS2021

Language: Python - Size: 742 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 3

NoviceStone/HyperMiner

Improved Embedded Topic Models in Hyperbolic Space

Language: Python - Size: 39.1 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 5

TejasAnvekar/GPr-Net

Language: Python - Size: 2.36 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 3

marlin-codes/HRCF

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

Language: Python - Size: 9.37 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 0

ttgump/scDHMap

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

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IngInx747/hyperbolic-ricci-flow

Hyperbolic Ricci flow solution -- Conformal Geometry Stonybrook 2020 final project

Language: C++ - Size: 32.5 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 2

marlin-codes/HICF

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

Language: Python - Size: 19.9 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 6 - Forks: 1

PlusLabNLP/HyperExpan

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

Language: Python - Size: 95.7 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

himashi92/Co-Manifold

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

Language: Python - Size: 302 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 3 - Forks: 1

BOUALILILila/hybridseq2seq

Hyperbolic geometry for representing structural information to improve the systematic generalization of sequence-to-sequence models

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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.

Language: Python - Size: 173 KB - Last synced at: 2 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

mattiaforc/GDL

Geometric Deep Learning bachelor thesis project and notes

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meiji163/treerep

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

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RandolphVI/HyperNet

About utilizing Hyperbolic space on NLP tasks.

Language: Python - Size: 18.6 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

tky823/hyperaudioset

Hyperbolic embedding using AudioSet ontology.

Language: Python - Size: 7.3 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

subhaskghosh/hyperbolic_gar

Byzantine robust distributed stochastic gradient descent

Language: Python - Size: 32.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

eladlavi29/EMD-HDD

Python implementation of EMD-HDD, a hierarchical embedding and distance recovery method using earth movers' distance, hyperbolic geometry diffusion geometry designed for hyperspectral imaging.

Language: Python - Size: 17.6 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

sebastianbreguel/HyperbolicEmbedding

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

Language: Python - Size: 220 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

networkgeometry/FiD-Mercator

Feature-aware ultra-low dimensional reduction of real networks

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neuro-symbolic-ai/multi_relational_hyperbolic_word_embeddings

Multi-Relational Hyperbolic Word Embeddings from Natural Language Definitions

Language: Python - Size: 38.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 1

thupchnsky/sc_mvae

Mixed-curv VAE with new functionalities

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GuansongPang/jointgmc Fork of chachatang/jointgmc

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

Size: 2.93 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0