Tutorials#

Topological Neural Nets on Cellular Complexes#

Train a Cell Attention Network (CAN)

Train a Convolutional Cell Complex Network (CCXN)

Train a CW Network (CWN)

Topological Neural Nets on Hypergraphs#

Train an All-Set TNN

Train an All-Set-Transformer TNN

Train a DHGCN TNN

Train a Hypergraph Message Passing Neural Network (HMPNN)

Train a Hypergraph Networks with Hyperedge Neurons (HNHN)

Train a Hypergraph Neural Network

Train a Hypersage TNN

Train a UNIGCN TNN

Train a hypergraph neural network using UniGCNII layers

Train a UNIGIN TNN

Train a Uni-sage TNN

Topological Neural Nets on Simplicial Complexes#

Train a Simplicial Neural Network for Homology Localization (Dist2Cycle)

Train a Simplicial High-Skip Network (HSN)

Train a Simplicial Attention Network (SAN)

Train a Simplicial Complex Autoencoder (SCA) with Coadjacency Message Passing Scheme (CMPS)

Train a Simplicial Complex Convolutional Network (SCCN)

Train a Simplicial 2-complex convolutional neural network (SCConv)

Train a Simplex Convolutional Network (SCN) of Rank 2

Train a Simplicial Convolutional Neural Network (SCNN)

Train a Simplicial Complex Net (SCoNe)