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HGNN iMoonLab

128

667

mit

6

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

DeepHypergraph iMoonLab

63

629

apache-2.0

9

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 6 months ago

TopoModelX pyt-team

78

222

mit

13

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

1,164 commits to main branch, last one 2 months ago

TopoNetX pyt-team

32

175

mit

9

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

1,245 commits to main branch, last one about a month ago

Hyperformer ZhouYuxuanYX

15

77

apache-2.0

4

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 11 months ago

TopoEmbedX pyt-team

9

75

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

176 commits to main branch, last one 2 months ago

TopoBenchmarkX pyt-team

6

65

mit

8

TopoBenchmarkX 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

861 commits to main branch, last one 3 months ago