egc.module package

Subpackages

• egc.module.layers package
  • Submodules
  • egc.module.layers.batch_gcn module
    • BATCH_GCN
      • BATCH_GCN.forward()
      • BATCH_GCN.training
  • egc.module.layers.cluster_secomm module
    • SECommClusterModel
      • SECommClusterModel.forward()
      • SECommClusterModel.training
  • egc.module.layers.disc_communitygan module
    • DiscComGAN
      • DiscComGAN.prepare_data_for_d()
      • DiscComGAN.forward()
      • DiscComGAN.get_reward()
      • DiscComGAN.fit()
      • DiscComGAN.get_embedding()
      • DiscComGAN.training
  • egc.module.layers.disc_dgi module
    • DiscDGI
      • DiscDGI.forward()
      • DiscDGI.training
  • egc.module.layers.disc_gmi module
    • DiscGMI
      • DiscGMI.forward()
      • DiscGMI.training
  • egc.module.layers.disc_mvgrl module
    • DiscMVGRL
      • DiscMVGRL.forward()
      • DiscMVGRL.training
  • egc.module.layers.gat_daegc module
    • GAT
      • GAT.forward()
      • GAT.dot_product_decode()
      • GAT.training
    • GATLayer
      • GATLayer.forward()
      • GATLayer.training
  • egc.module.layers.gcl_sublime module
    • GCL_SUBLIME
      • GCL_SUBLIME.forward()
      • GCL_SUBLIME.calc_loss()
      • GCL_SUBLIME.training
    • SparseDropout
      • SparseDropout.forward()
      • SparseDropout.training
    • GraphEncoder
      • GraphEncoder.forward()
      • GraphEncoder.training
  • egc.module.layers.gcn module
    • GCN
      • GCN.training
      • GCN.forward()
  • egc.module.layers.gcn_sublime module
    • GCNConv_dgl
      • GCNConv_dgl.forward()
      • GCNConv_dgl.training
    • GCNConv_dense
      • GCNConv_dense.init_para()
      • GCNConv_dense.forward()
      • GCNConv_dense.training
  • egc.module.layers.gene_communitygan module
    • GeneComGAN
      • GeneComGAN.prepare_data_for_g()
      • GeneComGAN.forward()
      • GeneComGAN.fit()
      • GeneComGAN.get_embedding()
      • GeneComGAN.training
  • egc.module.layers.gmi module
    • avg_neighbor()
    • GMI
      • GMI.forward()
      • GMI.get_embedding()
      • GMI.training
  • egc.module.layers.grace_secomm module
    • SECommEncoder
      • SECommEncoder.forward()
      • SECommEncoder.training
    • SECommGraceModel
      • SECommGraceModel.forward()
      • SECommGraceModel.projection()
      • SECommGraceModel.sim()
      • SECommGraceModel.semi_loss()
      • SECommGraceModel.batched_semi_loss()
      • SECommGraceModel.loss()
      • SECommGraceModel.training
  • egc.module.layers.graph_learner module
    • FGP_learner
      • FGP_learner.forward()
      • FGP_learner.training
    • Attentive
      • Attentive.forward()
      • Attentive.training
    • ATT_learner
      • ATT_learner.internal_forward()
      • ATT_learner.forward()
      • ATT_learner.training
    • MLP_learner
      • MLP_learner.internal_forward()
      • MLP_learner.param_init()
      • MLP_learner.forward()
      • MLP_learner.training
    • GNN_learner
      • GNN_learner.internal_forward()
      • GNN_learner.param_init()
      • GNN_learner.forward()
      • GNN_learner.training
  • egc.module.layers.inner_product_de module
    • InnerProductDecoder
      • InnerProductDecoder.forward()
      • InnerProductDecoder.training
  • egc.module.layers.multilayer_dnn module
    • MultiLayerDNN
      • MultiLayerDNN.forward()
      • MultiLayerDNN.training
  • egc.module.layers.multilayer_gnn module
    • MultiLayerGNN
      • MultiLayerGNN.forward()
      • MultiLayerGNN.training
  • egc.module.layers.selfexpr_secomm module
    • SECommSelfExpr
      • SECommSelfExpr.forward()
      • SECommSelfExpr.reset()
      • SECommSelfExpr.training
  • Module contents
• egc.module.loss package
  • Submodules
  • egc.module.loss.contrastive_loss module
    • mask_correlated_samples()
    • InstanceLoss
      • InstanceLoss.forward()
      • InstanceLoss.training
    • ClusterLoss
      • ClusterLoss.forward()
      • ClusterLoss.training
  • Module contents
• egc.module.pretrain package
  • Subpackages
    • egc.module.pretrain.ComE package
      • Subpackages
      • Submodules
      • egc.module.pretrain.ComE.community_embeddings_ComE module
      • egc.module.pretrain.ComE.context_embeddings_ComE module
      • egc.module.pretrain.ComE.node_embeddings_ComE module
      • Module contents
    • egc.module.pretrain.communitygan package
      • Submodules
      • egc.module.pretrain.communitygan.agm_pretrain module
      • egc.module.pretrain.communitygan.kmeans_pretrain module
      • Module contents
  • Module contents

Module contents

Modules