All modules for which code is available
- gsnn.gsnn.external.mmd
- gsnn.gsnn.interpret.ContrastiveGSNNExplainer
- gsnn.gsnn.interpret.ContrastiveIGExplainer
- gsnn.gsnn.interpret.ContrastiveOcclusionExplainer
- gsnn.gsnn.interpret.CounterfactualExplainer
- gsnn.gsnn.interpret.GSNNExplainer
- gsnn.gsnn.interpret.IGExplainer
- gsnn.gsnn.interpret.NoiseTunnel
- gsnn.gsnn.interpret.OcclusionExplainer
- gsnn.gsnn.interpret.extract_entity_function
- gsnn.gsnn.interpret.plot_explanation_graph
- gsnn.gsnn.interpret.utils
- gsnn.gsnn.models.ChannelEMANorm
- gsnn.gsnn.models.GSNN
- gsnn.gsnn.models.GroupBatchNorm
- gsnn.gsnn.models.GroupEMANorm
- gsnn.gsnn.models.GroupLayerNorm
- gsnn.gsnn.models.GroupRMSNorm
- gsnn.gsnn.models.NN
- gsnn.gsnn.models.NodeActivity
- gsnn.gsnn.models.NodeAttention
- gsnn.gsnn.models.NodeMLP
- gsnn.gsnn.models.PathwayLatentRegularizer
- gsnn.gsnn.models.ResBlock
- gsnn.gsnn.models.SignedMessagePassing
- gsnn.gsnn.models.SoftmaxGroupNorm
- gsnn.gsnn.models.SparseLinear
- gsnn.gsnn.models.utils
- gsnn.gsnn.optim.EarlyStopper
- gsnn.gsnn.optim.Environment
- gsnn.gsnn.optim.FunctionEdgeInferer
- gsnn.gsnn.optim.GradDiagnostics
- gsnn.gsnn.optim.MagnitudeEdgeInferer
- gsnn.gsnn.optim.MagnitudeEdgeKGE
- gsnn.gsnn.optim.MagnitudeEdgeRegressor
- gsnn.gsnn.optim.OutputEdgeInferer
- gsnn.gsnn.optim.REINFORCE
- gsnn.gsnn.optim.RewardScaler
- gsnn.gsnn.optim.TrainingDiagnostics
- gsnn.gsnn.optim.utils
- gsnn.gsnn.ot.mmd
- gsnn.gsnn.proc.bio
- gsnn.gsnn.proc.coarsen
- gsnn.gsnn.proc.construct
- gsnn.gsnn.proc.subset
- gsnn.gsnn.simulate.datasets
- gsnn.gsnn.simulate.graph_comparison
- gsnn.gsnn.simulate.nx2pyg
- gsnn.gsnn.simulate.simulate
- gsnn.gsnn.simulate.utils
- gsnn.gsnn.tests.test_contrastive_explainers
- gsnn.gsnn.tests.test_diagnostics
- gsnn.gsnn.tests.test_early_stopper
- gsnn.gsnn.tests.test_graph_comparison
- gsnn.gsnn.tests.test_nn
- gsnn.gsnn.tests.test_node_mlp
- gsnn.gsnn.tests.test_nx2pyg
- gsnn.gsnn.tests.test_optim_utils
- gsnn.gsnn.tests.test_proc_coarsen
- gsnn.gsnn.tests.test_proc_construct
- gsnn.gsnn.tests.test_reward_scaler
- gsnn.interpret.ContrastiveGSNNExplainer
- gsnn.interpret.ContrastiveIGExplainer
- gsnn.interpret.ContrastiveOcclusionExplainer
- gsnn.interpret.CounterfactualExplainer
- gsnn.interpret.GSNNExplainer
- gsnn.interpret.IGExplainer
- gsnn.interpret.NoiseTunnel
- gsnn.interpret.OcclusionExplainer
- gsnn.interpret.extract_entity_function
- gsnn.interpret.plot_explanation_graph
- gsnn.interpret.utils
- gsnn.models.ChannelEMANorm
- gsnn.models.GSNN
- gsnn.models.GroupBatchNorm
- gsnn.models.GroupEMANorm
- gsnn.models.GroupLayerNorm
- gsnn.models.GroupRMSNorm
- gsnn.models.NN
- gsnn.models.NodeActivity
- gsnn.models.NodeAttention
- gsnn.models.NodeMLP
- gsnn.models.PathwayLatentRegularizer
- gsnn.models.ResBlock
- gsnn.models.SignedMessagePassing
- gsnn.models.SoftmaxGroupNorm
- gsnn.models.SparseLinear
- gsnn.models.utils
- gsnn.optim.EarlyStopper
- gsnn.optim.Environment
- gsnn.optim.FunctionEdgeInferer
- gsnn.optim.GradDiagnostics
- gsnn.optim.MagnitudeEdgeInferer
- gsnn.optim.MagnitudeEdgeKGE
- gsnn.optim.MagnitudeEdgeRegressor
- gsnn.optim.OutputEdgeInferer
- gsnn.optim.REINFORCE
- gsnn.optim.RewardScaler
- gsnn.optim.TrainingDiagnostics
- gsnn.optim.utils
- gsnn.proc.bio
- gsnn.proc.coarsen
- gsnn.proc.construct
- gsnn.proc.subset
- gsnn.simulate.datasets
- gsnn.simulate.graph_comparison
- gsnn.simulate.nx2pyg
- gsnn.simulate.simulate
- gsnn.simulate.utils