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TopoModelX latest documentation

  • API Reference
  • Contributing
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  • ICML 2023 Topological Deep Learning Challenge
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  • API Reference
  • Contributing
  • Tutorials
  • ICML 2023 Topological Deep Learning Challenge
  • GitHub

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Packages & Modules

  • Base
    • Aggregation
    • Conv
    • Message Passing
  • Neural Networks
    • Cell
      • Can_Layer
      • CAN
      • CCXN_Layer
      • CCXN
      • Cwn_Layer
      • CWN
    • Hypergraph
      • AllSet_Layer
      • AllSet_Transformer_Layer
      • AllSet_Transformer
      • AllSet
      • DHGCN_Layer
      • DHGCN
      • HMPNN_Layer
      • HMPNN
      • HNHN_Layer_Bis
      • HNHN_Layer
      • HNHN
      • Hypergat_Layer
      • Hypergat
      • Hypersage_Layer
      • Hypersage
      • Unigcn_Layer
      • Unigcn
      • Unigcnii_Layer
      • Unigcnii
      • UniGINLayer
      • UniGIN
      • UniSAGELayer
      • UniSAGE
    • Simplicial
      • Dist2CycleLayer
      • Dist2Cycle
      • HSNLayer
      • HSN
      • SANConv
      • SAN
      • SCACMPSLayer
      • SCACMPS
      • SCCNLayer
      • SCCN
      • SCCNNLayer
      • SCCNN
      • SCConvLayer
      • SCConv
      • SCN2Layer
      • SCN2
      • SCNNLayer
      • SCNN
      • SCoNeLayer
      • SCoNe
  • Utils
  • API Reference
  • Neural Networks
  • Simplicial

Simplicial#

The Base class is composed of primarily three classes:

  • Dist2CycleLayer
    • Dist2CycleLayer.forward()
    • Dist2CycleLayer.reset_parameters()
  • Dist2Cycle
    • Dist2Cycle.forward()
  • HSNLayer
    • HSNLayer.forward()
    • HSNLayer.reset_parameters()
  • HSN
    • HSN.forward()
  • SANConv
    • SANConv.forward()
  • SANLayer
    • SANLayer.forward()
    • SANLayer.reset_parameters()
  • SAN
    • SAN.compute_projection_matrix()
    • SAN.forward()
  • SCACMPSLayer
    • SCACMPSLayer.forward()
    • SCACMPSLayer.intra_aggr()
    • SCACMPSLayer.reset_parameters()
    • SCACMPSLayer.weight_func()
  • SCACMPS
    • SCACMPS.forward()
  • SCCNLayer
    • SCCNLayer.forward()
    • SCCNLayer.reset_parameters()
  • SCCN
    • SCCN.forward()
  • SCCNNLayer
    • SCCNNLayer.aggr_norm_func()
    • SCCNNLayer.chebyshev_conv()
    • SCCNNLayer.forward()
    • SCCNNLayer.reset_parameters()
    • SCCNNLayer.update()
  • SCCNN
    • SCCNN.forward()
  • SCConvLayer
    • SCConvLayer.forward()
    • SCConvLayer.reset_parameters()
  • SCConv
    • SCConv.forward()
  • SCN2Layer
    • SCN2Layer.forward()
    • SCN2Layer.reset_parameters()
  • SCN2
    • SCN2.forward()
  • SCNNLayer
    • SCNNLayer.aggr_norm_func()
    • SCNNLayer.chebyshev_conv()
    • SCNNLayer.forward()
    • SCNNLayer.reset_parameters()
    • SCNNLayer.update()
  • SCNN
    • SCNN.forward()
  • SCoNeLayer
    • SCoNeLayer.forward()
    • SCoNeLayer.reset_parameters()
  • SCoNe
    • SCoNe.forward()
  • TrajectoriesDataset
    • TrajectoriesDataset.vectorize_path()
  • generate_complex()
  • generate_trajectories()

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