eegproc.deep_learning.unsupervised.GNN package

Graph convolution layers, encoders, and decoders.

Submodules

• eegproc.deep_learning.unsupervised.GNN.GCN module
  • GCNDecoder
    • GCNDecoder.call()
    • GCNDecoder.compute_output_shape()
    • GCNDecoder.fix_length()
    • GCNDecoder.from_encoder()
    • GCNDecoder.get_adjacency_matrices()
    • GCNDecoder.get_config()
    • GCNDecoder.n_features
  • GCNEncoder
    • GCNEncoder.call()
    • GCNEncoder.get_adjacency_matrices()
    • GCNEncoder.get_config()
    • GCNEncoder.n_features
• eegproc.deep_learning.unsupervised.GNN.GCNMTL module
  • GCNDecoder
  • GCNEncoder
  • GCNMTLDecoder
    • GCNMTLDecoder.call()
    • GCNMTLDecoder.fix_length()
    • GCNMTLDecoder.from_encoder()
    • GCNMTLDecoder.get_config()
    • GCNMTLDecoder.n_features
  • GCNMTLEncoder
    • GCNMTLEncoder.call()
    • GCNMTLEncoder.get_adjacency_matrix()
    • GCNMTLEncoder.get_band_features()
    • GCNMTLEncoder.get_config()
    • GCNMTLEncoder.get_raw_adjacency_matrix()
    • GCNMTLEncoder.n_features
  • compute_mi_adjacency_from_channels()
  • compute_mtl_shared_mi_adjacency()
• eegproc.deep_learning.unsupervised.GNN.GCN_band_separated module
  • BandSeparatedGCNEncoder
    • BandSeparatedGCNEncoder.call()
    • BandSeparatedGCNEncoder.get_adjacency_matrices()
    • BandSeparatedGCNEncoder.get_band_features()
    • BandSeparatedGCNEncoder.get_config()
    • BandSeparatedGCNEncoder.n_features
  • GCNDecoder
    • GCNDecoder.call()
    • GCNDecoder.compute_output_shape()
    • GCNDecoder.fix_length()
    • GCNDecoder.from_encoder()
    • GCNDecoder.get_adjacency_matrices()
    • GCNDecoder.get_config()
    • GCNDecoder.n_features
  • GCNEncoder
• eegproc.deep_learning.unsupervised.GNN.GraphConv module
  • GraphConv
    • GraphConv.build()
    • GraphConv.call()
    • GraphConv.get_config()
    • GraphConv.normalized_adjacency()
• eegproc.deep_learning.unsupervised.GNN.GraphConvMTL module
  • GraphConvMTL
    • GraphConvMTL.build()
    • GraphConvMTL.call()
    • GraphConvMTL.get_config()
    • GraphConvMTL.normalized_adjacency()
    • GraphConvMTL.raw_adjacency()