Python TGCN Examples

Example #1

File: main.py Project: lehaifeng/T-GCN

def get_model(args, dm):
    model = None
    if args.model_name == "GCN":
        model = models.GCN(adj=dm.adj, input_dim=args.seq_len, output_dim=args.hidden_dim)
    if args.model_name == "GRU":
        model = models.GRU(input_dim=dm.adj.shape[0], hidden_dim=args.hidden_dim)
    if args.model_name == "TGCN":
        model = models.TGCN(adj=dm.adj, hidden_dim=args.hidden_dim)
    return model

Example #2

File: main.py Project: zh-brilliant/T-GCN

def get_model(args, dm):
    model = None
    if args.model_name == 'GCN':
        model = models.GCN(adj=dm.adj,
                           input_dim=args.seq_len,
                           output_dim=args.hidden_dim)
    if args.model_name == 'GRU':
        model = models.GRU(input_dim=dm.adj.shape[0],
                           hidden_dim=args.hidden_dim)
    if args.model_name == 'TGCN':
        model = models.TGCN(adj=dm.adj,
                            hidden_dim=args.hidden_dim,
                            loss=args.loss)
    return model