cogdl.models.nn.pyg_gcn

Module Contents

Classes

GCN

class cogdl.models.nn.pyg_gcn.GCN(num_features, num_classes, hidden_size, num_layers, dropout)[source]

Bases: cogdl.models.BaseModel

static add_args(parser)[source]

Add model-specific arguments to the parser.

classmethod build_model_from_args(cls, args)[source]

Build a new model instance.

get_trainer(self, task, args)[source]
forward(self, x, edge_index, weight=None)[source]
loss(self, data)[source]
predict(self, data)[source]