hypergraph-learning

There are 3 repositories under hypergraph-learning topic.

pyt-team / TopoModelX
Topological Deep Learning
cell-complex-networks cell-complex-neural-networks cxn graph-neural-networks higher-order-models higher-order-networks topological-data-analysis topological-deep-learning cw-networks simplicial-neural-networks cell-neural-networks cellular-message-passing higher-order-message-passing simplicial-message-passing topological-message-passing tensor-diagrams topological-neural-networks cw-complex hypergraph-neural-networks hypergraph-learning
Language:Jupyter Notebook 195
Graph-COM / ED-HNN
[ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li
equivariant-network graph-diffusion graph-neural-networks hypergraph-learning
Language:Python 32
ma-compbio / MATCHA
multiway chromatin interaction, 3D genome, single-nucleus, hypergraph representation learning
3d-genome hypergraph machine-learning multiway-interactions hypergraph-learning
Language:Python 28
basiralab / HUNet
Deep hypergraph U-Net (HUNet) for brain graph embedding and classification.
geometric-deep-learning hypergraph-learning network-neuroscience hyper-unet hypergraph-unet unet deep-learning diagnosis-prediction brain-disorders
Language:Python 18
giuliacassara / awesome-hypergraph-learning
A curated list of awesome Hypergraph Learning frameworks, libraries and software.
awesome-list deep-learning hypergraph hypergraph-learning
17
ritaranx / CACHE
[ML4H 2022] This is the code for our paper `Counterfactual and Factual Reasoning over Hypergraphs for Interpretable Clinical Predictions on EHR'.
causal-inference counterfactual ehr ehr-phenotyping factual graph-neural-networks health hypergraph-learning ml4h
Language:Python 17
ycq091044 / LEGCN
CIKM2022: source code for "hypergraph learning with line expansion" paper
hypergraph-learning line-expansion
Language:Python 15
Zilize / MHIM
Official PyTorch implementation for "Multi-grained Hypergraph Interest Modeling for Conversational Recommendation".
conversational-recommendation conversational-recommender-system deep-learning dialogue-systems hypergraph-learning hypergraph-neural-networks recomender-system
Language:Python 8
shan1322 / Hyperwalk
embeddings for hyperedges in a hypergraph
deep-learning embeddings hypergraph-learning hypergraphs keras random-walk
Language:Python 7
AdarshShah / High-Order-Knowledge-Graph-Completion
Inductive Higher Order Knowledge Hypergraph Completion
hypergraph-learning simplicial-complex simplicial-message-passing-neural-network
Language:Python 5
bpedrood / HySGen
Implementation library for Hypergraph Simultaneous Generators.
hypergraph-learning graphical-models community-detection generative-model hypergraphs
Language:C++ 3
yy-ko / cash
cash
hypergraph-learning self-supervised-learning
Language:Python 3
govindjsk / c3mm
C3MM: Clique-Closure based Hyperlink Prediction
hypergraphs link-prediction hyperlink-prediction hyperedge-prediction hyperedges hyperedge higher-order-relations networks hypergraph hypergraph-learning relation-prediction
2
viktormiok / CoNI
Correlation Guided Network Integration
bipartite-graphs hypergraph-learning network-analysis regulatory-networks
Language:R 2
cuiods / VertexWeight
Python implementation of <Exploring High-Order Correlations for Industry Anomaly Detection>
hypergraph-learning high-order-relationship industry-anomaly-detection
Language:Python 1