11 results found Sort:

iMoonLab
HGNN iMoonLab
138
731
mit
5
Hypergraph Neural Networks (AAAI 2019)
pytorch hypergraph complex-data deep-learning hypergraph-neural-networks
Created 2018-12-06
8 commits to master branch, last one 2 years ago
iMoonLab
DeepHypergraph iMoonLab
70
722
apache-2.0
8
A pytorch library for graph and hypergraph computation.
pytorch deep-learning graph-neural-networks hypergraph-neural-networks
Created 2019-10-05
240 commits to main branch, last one about a year ago
pyt-team
TopoModelX pyt-team
94
258
mit
12
Topological Deep Learning
cxn cw-complex cw-networks tensor-diagrams higher-order-models hypergraph-learning cell-neural-networks cell-complex-networks graph-neural-networks higher-order-networks cellular-message-passing topological-data-analysis topological-deep-learning hypergraph-neural-networks simplicial-message-passing simplicial-neural-networks topological-message-passing topological-neural-networks cell-complex-neural-networks higher-order-message-passing
Created 2022-07-12
1,232 commits to main branch, last one 11 days ago
pyt-team
TopoNetX pyt-team
43
208
mit
10
Computing on Topological Domains
cw-complex cw-networks cell-complexes tensor-diagrams cellular-complex simplicial-complex cw-complex-networks topological-learning combinatorial-complex higher-order-networks heterogeneous-hypergraph topological-data-analysis topological-deep-learning hypergraph-neural-networks simplicial-neural-networks topological-message-passing topological-neural-networks cell-complex-neural-networks higher-order-message-passing
Created 2022-08-09
1,343 commits to main branch, last one 11 days ago
iMoonLab
Hyper-YOLO iMoonLab
11
148
agpl-3.0
3
The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation".
yolo deep-learning computer-vision object-detection hypergraph-neural-networks
Created 2024-07-01
42 commits to main branch, last one 3 months ago
geometric-intelligence
TopoBench geometric-intelligence
17
107
mit
8
TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning
cell-complexes simplicial-complex topological-learning topological-data-bechmark topological-deep-learning hypergraph-neural-networks simplicial-neural-networks topological-neural-networks cell-complex-neural-networks
Created 2023-11-30
1,776 commits to main branch, last one 3 hours ago
ZhouYuxuanYX
Hyperformer ZhouYuxuanYX
16
93
apache-2.0
2
This is the official implementation of our paper "Hypergraph Transformer for Skeleton-based Action Recognition."
graph-modeling transformer-models hypergraph-neural-networks skeleton-based-action-recognition
Created 2022-11-19
66 commits to main branch, last one about a year ago
iMoonLab
Hyper-YOLOv1.1 iMoonLab
12
91
gpl-3.0
3
The source code of IEEE TPAMI 2025 "Hyper-YOLO: When Visual Object Detection Meets Hypergraph Computation".
yolo hypergraph deep-learning computer-vision object-detection hypergraph-neural-networks
Created 2024-07-02
63 commits to main branch, last one 3 months ago
pyt-team
TopoEmbedX pyt-team
11
79
mit
8
Representation Learning on Topological Domains
cell2vec cw-networks simplex2vec hyperedge2vec cell-complexes tensor-diagrams simplicial-complex graph-neural-networks higher-order-networks representation-learning hypergraph-neural-network topological-deep-learning hypergraph-neural-networks simplicial-neural-networks topological-message-passing topological-neural-networks cell-complex-neural-networks topological-representation-learning higher-order-representation-learning topological-domain-representation-learning
Created 2023-03-04
257 commits to main branch, last one 11 days ago
jw9730
ehnn jw9730
3
30
unknown
1
[ECCV'22] Equivariant Hypergraph Neural Networks, in PyTorch
gnn pytorch hypergraph equivariance hypergraph-matching hypergraph-neural-networks semi-supervised-classification
Created 2022-07-15
9 commits to main branch, last one about a year ago
iMoonLab
LLM4Hypergraph iMoonLab
2
27
apache-2.0
3
The source code of ICLR 2025 "Beyond Graphs: Can Large Language Models Comprehend Hypergraphs?"
llm hypergraph hypergraph-neural-networks
Created 2024-10-02
12 commits to main branch, last one about a month ago