5 results found Sort:

pyt-team
TopoModelX pyt-team
78
203
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
1,163 commits to main branch, last one 21 days ago
lrnzgiusti
awesome-topological-deep-learning lrnzgiusti
9
178
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
86 commits to main branch, last one 23 days ago
pyt-team
TopoNetX pyt-team
30
165
mit
9
Computing on Topological Domains
hypernetx 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
1,204 commits to main branch, last one 5 days ago
pyt-team
TopoEmbedX pyt-team
10
72
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
160 commits to main branch, last one 21 days ago
pyt-team
TopoBenchmarkX pyt-team
3
53
mit
6
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 14 days ago