Search Results - RepositoryStats

97

268

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

1,242 commits to main branch, last one 6 days ago

TopoNetX pyt-team

44

212

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

1,353 commits to main branch, last one 6 days ago

cwn twitter-research

26

161

mit

8

Message Passing Neural Networks for Simplicial and Cell Complexes

cw-networks graph-neural-networks simplicial-neural-networks cell-complex-neural-networks message-passing-neural-network

Created 2020-12-01

785 commits to main branch, last one about a year ago

TopoBench geometric-intelligence

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116

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

1,793 commits to main branch, last one 23 days ago

TopoEmbedX pyt-team

12

80

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

263 commits to main branch, last one 27 days ago

Simplicial-Attention-Networks lrnzgiusti

3

31

unknown

2

Official Repository for Simplicial Attention Networks

attention-mechanism simplicial-complexes topological-deep-learning simplicial-neural-networks

Created 2022-03-08

19 commits to main branch, last one about a year ago