# name in config.py; short name; range to search


# task: node, dataset: syn; model: idgnn
dataset.format format ['nx']
dataset.name dataset ['ba']
dataset.transform transform ['ego']
dataset.task task ['node']
dataset.transductive trans [False]
dataset.augment_feature feature [[]]
dataset.augment_label label ['node_clustering_coefficient']
gnn.layers_pre_mp l_pre [1]
gnn.layers_mp l_mp [2]
gnn.layers_post_mp l_post [1]
gnn.layer_type layer ['gatidconv']
optim.max_epoch epoch [1000]



# task: node, dataset: real; model: idgnn
dataset.format format ['PyG']
dataset.name dataset ['Cora']
dataset.transform transform ['ego']
dataset.task task ['node']
dataset.transductive trans [True]
dataset.augment_feature feature [[]]
dataset.augment_label label ['']
gnn.layers_pre_mp l_pre [1]
gnn.layers_mp l_mp [2]
gnn.layers_post_mp l_post [1]
gnn.layer_type layer ['gatidconv']
optim.max_epoch epoch [100]


# task: node, dataset: syn; model: gnn
dataset.format format ['nx']
dataset.name dataset ['ba']
dataset.transform transform ['none']
dataset.task task ['node']
dataset.transductive trans [False]
dataset.augment_feature feature [[],['node_identity']]
dataset.augment_label label ['node_clustering_coefficient']
gnn.layers_pre_mp l_pre [1]
gnn.layers_mp l_mp [2]
gnn.layers_post_mp l_post [1]
gnn.layer_type layer ['gatconv']
optim.max_epoch epoch [1000]


# task: node, dataset: real; model: gnn
dataset.format format ['PyG']
dataset.name dataset ['Cora']
dataset.transform transform ['none']
dataset.task task ['node']
dataset.transductive trans [True]
dataset.augment_feature feature [[],['node_identity']]
dataset.augment_label label ['']
gnn.layers_pre_mp l_pre [1]
gnn.layers_mp l_mp [2]
gnn.layers_post_mp l_post [1]
gnn.layer_type layer ['gatconv']
optim.max_epoch epoch [100]



# name in config.py; short name; range to search

# task: node, dataset: syn; model: gnn
dataset.format format ['nx']
dataset.name dataset ['ws','ba']
dataset.transform transform ['none']
dataset.task task ['node']
dataset.transductive trans [False]
dataset.augment_feature feature [[],['node_identity']]
dataset.augment_label label ['node_clustering_coefficient']
gnn.layers_pre_mp l_pre [1]
gnn.layers_mp l_mp [3]
gnn.layers_post_mp l_post [1]
gnn.layer_type layer ['gcnconv','sageconv','ginconv']
optim.max_epoch epoch [1000]

# task: node, dataset: syn; model: idgnn
dataset.format format ['nx']
dataset.name dataset ['ws','ba']
dataset.transform transform ['ego']
dataset.task task ['node']
dataset.transductive trans [False]
dataset.augment_feature feature [[]]
dataset.augment_label label ['node_clustering_coefficient']
gnn.layers_pre_mp l_pre [1]
gnn.layers_mp l_mp [3]
gnn.layers_post_mp l_post [1]
gnn.layer_type layer ['gcnidconv','sageidconv','ginidconv']
optim.max_epoch epoch [1000]

# task: node, dataset: real; model: gnn
dataset.format format ['PyG']
dataset.name dataset ['Cora','CiteSeer']
dataset.transform transform ['none']
dataset.task task ['node']
dataset.transductive trans [True]
dataset.augment_feature feature [[],['node_identity']]
dataset.augment_label label ['']
gnn.layers_pre_mp l_pre [1]
gnn.layers_mp l_mp [3]
gnn.layers_post_mp l_post [1]
gnn.layer_type layer ['gcnconv','sageconv','ginconv']
optim.max_epoch epoch [100]

# task: node, dataset: real; model: idgnn
dataset.format format ['PyG']
dataset.name dataset ['Cora','CiteSeer']
dataset.transform transform ['ego']
dataset.task task ['node']
dataset.transductive trans [True]
dataset.augment_feature feature [[]]
dataset.augment_label label ['']
gnn.layers_pre_mp l_pre [1]
gnn.layers_mp l_mp [3]
gnn.layers_post_mp l_post [1]
gnn.layer_type layer ['gcnidconv','sageidconv','ginidconv']
optim.max_epoch epoch [100]