5 results found Sort:

pyt-team
TopoModelX pyt-team
95
259
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
1,234 commits to main branch, last one 3 hours ago
lrnzgiusti
awesome-topological-deep-learning lrnzgiusti
14
241
unknown
14
A curated list of topological deep learning (TDL) resources and links.
applied topology deep-learning neural-networks applied-topology algebraic-topology geometric-deep-learning topological-deep-learning topological-neural-networks
Created 2022-05-23
108 commits to main branch, last one 18 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 12 days 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
1,777 commits to main branch, last one 11 hours 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 12 days ago