simplicial-neural-networks

There are 1 repository under simplicial-neural-networks topic.

pyt-team / TopoModelX
Topological Deep Learning
cell-complex-networks cell-complex-neural-networks cxn graph-neural-networks higher-order-models higher-order-networks topological-data-analysis topological-deep-learning cw-networks simplicial-neural-networks cell-neural-networks cellular-message-passing higher-order-message-passing simplicial-message-passing topological-message-passing tensor-diagrams topological-neural-networks cw-complex hypergraph-neural-networks hypergraph-learning
Language:Jupyter Notebook 196
pyt-team / TopoNetX
Computing on Topological Domains
cell-complexes cw-complex-networks higher-order-networks simplicial-complex combinatorial-complex hypernetx topological-deep-learning topological-learning cw-complex topological-data-analysis cellular-complex cell-complex-neural-networks cw-networks simplicial-neural-networks topological-message-passing higher-order-message-passing tensor-diagrams topological-neural-networks hypergraph-neural-networks heterogeneous-hypergraph
Language:Jupyter Notebook 158
twitter-research / cwn
Message Passing Neural Networks for Simplicial and Cell Complexes
simplicial-neural-networks cell-complex-neural-networks cw-networks graph-neural-networks message-passing-neural-network
Language:Python 143
pyt-team / TopoEmbedX
Representation Learning on Topological Domains
cell-complexes representation-learning simplicial-complex topological-deep-learning cell2vec higher-order-representation-learning hyperedge2vec simplex2vec topological-domain-representation-learning higher-order-networks topological-message-passing tensor-diagrams topological-neural-networks hypergraph-neural-networks cell-complex-neural-networks cw-networks simplicial-neural-networks graph-neural-networks hypergraph-neural-network topological-representation-learning
Language:Jupyter Notebook 70
lrnzgiusti / Simplicial-Attention-Networks
Official Repository for Simplicial Attention Networks
attention-mechanism simplicial-complexes simplicial-neural-networks topological-deep-learning
Language:Python 25
domenicocinque / spm
Pooling Layers For Simplicial Neural Networks
graph-neural-networks simplicial-neural-networks
Language:Python 2