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config.yaml
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config.yaml
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Cora:
seed: 39788
learning_rate: 0.0005
num_hidden: 128
num_proj_hidden: 128
activation: 'relu'
base_model: 'GCNConv'
num_layers: 2
drop_edge_rate_1: 0.2
drop_edge_rate_2: 0.4
drop_feature_rate_1: 0.3
drop_feature_rate_2: 0.4
tau: 0.4
num_epochs: 200
weight_decay: 0.00001
CiteSeer:
seed: 38108
learning_rate: 0.001
num_hidden: 256
num_proj_hidden: 256
activation: 'prelu'
base_model: 'GCNConv'
num_layers: 2
drop_edge_rate_1: 0.2
drop_edge_rate_2: 0.0
drop_feature_rate_1: 0.3
drop_feature_rate_2: 0.2
tau: 0.9
num_epochs: 200
weight_decay: 0.00001
PubMed:
seed: 23344
learning_rate: 0.001
num_hidden: 256
num_proj_hidden: 256
activation: 'relu'
base_model: 'GCNConv'
num_layers: 2
drop_edge_rate_1: 0.4
drop_edge_rate_2: 0.1
drop_feature_rate_1: 0.0
drop_feature_rate_2: 0.2
tau: 0.7
num_epochs: 1500
weight_decay: 0.00001
DBLP:
seed: 83521
learning_rate: 0.001
num_hidden: 256
num_proj_hidden: 256
activation: 'relu'
base_model: 'GCNConv'
num_layers: 2
drop_edge_rate_1: 0.1
drop_edge_rate_2: 0.4
drop_feature_rate_1: 0.1
drop_feature_rate_2: 0.0
tau: 0.7
num_epochs: 1000
weight_decay: 0.00001