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GitHub topics: hypergraph-learning

pyt-team/TopoModelX

Topological Deep Learning

Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 276 - Forks: 97

Graph-COM/ED-HNN

[ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li

Language: Python - Size: 390 KB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 45 - Forks: 6

giuliacassara/awesome-hypergraph-learning

A curated list of awesome Hypergraph Learning frameworks, libraries and software.

Size: 10.7 KB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 22 - Forks: 0

fdhot/app

Fuzzy Logic Distillation for Structuring Thought Hypergraphs to Enhance Citation Analysis and Relevance Assessment of Academic Articles

Size: 11.7 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

yy-ko/cash-tkde2025

cash

Language: Python - Size: 1.18 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 5 - Forks: 1

icmpnorequest/ICASSP2024_ASTHL

The official PyTorch implementation for 2024-ICASSP-Adaptive Spatial-Temporal Hypergraph Fusion Learning for Next POI Recommendation

Language: Python - Size: 2.16 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 6 - Forks: 0

ma-compbio/MATCHA

multiway chromatin interaction, 3D genome, single-nucleus, hypergraph representation learning

Language: Python - Size: 47 MB - Last synced at: 7 months ago - Pushed at: almost 3 years ago - Stars: 29 - Forks: 5

ycq091044/LEGCN

CIKM2022: source code for "hypergraph learning with line expansion" paper

Language: Python - Size: 18.2 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 0

ritaranx/CACHE

[ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions on EHR'.

Language: Python - Size: 391 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 3

govindjsk/c3mm

C3MM: Clique-Closure based Hyperlink Prediction

Size: 3.91 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

AdarshShah/High-Order-Knowledge-Graph-Completion

Inductive Higher Order Knowledge Hypergraph Completion

Language: Python - Size: 16.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Zilize/MHIM

Official PyTorch implementation for "Multi-grained Hypergraph Interest Modeling for Conversational Recommendation".

Language: Python - Size: 1.65 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 1

HKUDS/HCCF Fork of akaxlh/HCCF

[SIGIR'2022] Hypergraph Contrastive Collaborative Filtering

Size: 70.3 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

basiralab/HUNet

Deep hypergraph U-Net (HUNet) for brain graph embedding and classification.

Language: Python - Size: 3.66 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 12 - Forks: 2

cuiods/VertexWeight

Python implementation of <Exploring High-Order Correlations for Industry Anomaly Detection>

Language: Python - Size: 2 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 1

shan1322/Hyperwalk

embeddings for hyperedges in a hypergraph

Language: Python - Size: 18.7 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 0

Related Keywords
hypergraph-learning 16 deep-learning 4 graph-neural-networks 4 hypergraph 3 hypergraphs 2 self-supervised-learning 2 hypergraph-neural-networks 2 simplicial-complex 1 relation-prediction 1 networks 1 link-prediction 1 hyperlink-prediction 1 hyperedges 1 hyperedge-prediction 1 hyperedge 1 higher-order-relations 1 ml4h 1 health 1 factual 1 ehr-phenotyping 1 ehr 1 counterfactual 1 random-walk 1 keras 1 embeddings 1 industry-anomaly-detection 1 high-order-relationship 1 unet 1 network-neuroscience 1 hypergraph-unet 1 hyper-unet 1 geometric-deep-learning 1 diagnosis-prediction 1 brain-disorders 1 contrastive-learning 1 collaborative-filtering 1 recomender-system 1 dialogue-systems 1 conversational-recommender-system 1 conversational-recommendation 1 simplicial-message-passing-neural-network 1 topological-neural-networks 1 topological-message-passing 1 topological-deep-learning 1 topological-data-analysis 1 tensor-diagrams 1 simplicial-neural-networks 1 simplicial-message-passing 1 higher-order-networks 1 higher-order-models 1 higher-order-message-passing 1 cxn 1 cw-networks 1 cw-complex 1 cellular-message-passing 1 cell-neural-networks 1 cell-complex-neural-networks 1 cell-complex-networks 1 causal-inference 1 line-expansion 1 multiway-interactions 1 machine-learning 1 3d-genome 1 recommendation 1 point-of-interest-recommendation 1 relevance-based-feature-ranking 1 llms-reasoning 1 interpretability 1 fuzzy-inference-system 1 citation-analysis 1 causal-discovery 1 academic-research 1 awesome-list 1 graph-diffusion 1 equivariant-network 1