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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
1,189 commits to main branch, last one 3 days ago
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
1,269 commits to main branch, last one 2 days ago
Message Passing Neural Networks for Simplicial and Cell Complexes
Created
2020-12-01
785 commits to main branch, last one about a year ago
TopoBenchmark is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning
Created
2023-11-30
1,009 commits to main branch, last one 7 days ago
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
208 commits to main branch, last one 3 days ago