hypergraph-learning

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pyt-team /TopoModelX

Star259

Topological Deep Learning

topological-data-analysis graph-neural-networks higher-order-models higher-order-networks hypergraph-neural-networks cw-complex hypergraph-learning cell-complex-networks simplicial-neural-networks cell-complex-neural-networks cw-networks cxn topological-deep-learning cell-neural-networks simplicial-message-passing cellular-message-passing higher-order-message-passing topological-message-passing tensor-diagrams topological-neural-networks

UpdatedMar 26, 2025
Jupyter Notebook

Graph-COM /ED-HNN

Star44

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

graph-neural-networks hypergraph-learning graph-diffusion equivariant-network

UpdatedAug 16, 2024
Python

ma-compbio /MATCHA

Star29

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

machine-learning 3d-genome hypergraph hypergraph-learning multiway-interactions

UpdatedJul 20, 2022
Python

ritaranx /CACHE

Star24

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

health ehr causal-inference factual ehr-phenotyping counterfactual graph-neural-networks hypergraph-learning ml4h

UpdatedFeb 6, 2024
Python

basiralab /HUNet

Star23

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

deep-learning unet geometric-deep-learning network-neuroscience hypergraph-learning brain-disorders diagnosis-prediction hyper-unet hypergraph-unet

UpdatedSep 1, 2020
Python

giuliacassara /awesome-hypergraph-learning

Star21

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

deep-learning awesome-list hypergraph hypergraph-learning

UpdatedOct 6, 2023

ycq091044 /LEGCN

Star19

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

hypergraph-learning line-expansion

UpdatedMay 19, 2023
Python

icmpnorequest /ICASSP2024_ASTHL

Star9

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

recommendation point-of-interest-recommendation hypergraph-learning

UpdatedSep 8, 2024
Python

Zilize /MHIM

Star8

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

deep-learning dialogue-systems recomender-system hypergraph-neural-networks hypergraph-learning conversational-recommendation conversational-recommender-system

UpdatedMay 10, 2023
Python

shan1322 /Hyperwalk

Star7

embeddings for hyperedges in a hypergraph

deep-learning keras embeddings random-walk hypergraphs hypergraph-learning

UpdatedSep 3, 2019
Python

yy-ko /cash-tkde2025

Star6

cash

self-supervised-learning hypergraph-learning

UpdatedJan 31, 2025
Python

AdarshShah /High-Order-Knowledge-Graph-Completion

Star5

Inductive Higher Order Knowledge Hypergraph Completion

simplicial-complex hypergraph-learning simplicial-message-passing-neural-network

UpdatedJan 26, 2023
Python

bpedrood /HySGen

Star3

Implementation library for Hypergraph Simultaneous Generators.

community-detection generative-model graphical-models hypergraphs hypergraph-learning

UpdatedFeb 25, 2023
C++

viktormiok /CoNI

Star2

Correlation Guided Network Integration

network-analysis bipartite-graphs regulatory-networks hypergraph-learning

UpdatedSep 4, 2024
R

govindjsk /c3mm

Star2

C3MM: Clique-Closure based Hyperlink Prediction

networks hypergraph link-prediction hypergraphs hyperedge hyperedges hypergraph-learning relation-prediction hyperlink-prediction hyperedge-prediction higher-order-relations

UpdatedJun 8, 2020

cuiods /VertexWeight

Star1

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

hypergraph-learning high-order-relationship industry-anomaly-detection

UpdatedMar 28, 2019
Python

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