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- ensemble:
- name: voting
- size: 2
- feature:
- - name: PYGNormalizeFeatures
- - name: pagerank
- hpo:
- max_evals: 10
- name: anneal
- models:
- - hp_space:
- - feasiblePoints: 2,3,4
- parameterName: num_layers
- type: DISCRETE
- - feasiblePoints: 4,8,16
- parameterName: heads
- type: DISCRETE
- - cutFunc: lambda x:x[0] - 1
- cutPara:
- - num_layers
- length: 3
- maxValue:
- - 64
- - 64
- - 64
- minValue:
- - 8
- - 8
- - 8
- numericalType: INTEGER
- parameterName: hidden
- scalingType: LOG
- type: NUMERICAL_LIST
- - maxValue: 0.9
- minValue: 0.1
- parameterName: dropout
- scalingType: LINEAR
- type: DOUBLE
- - feasiblePoints:
- - leaky_relu
- - relu
- - elu
- - tanh
- parameterName: act
- type: CATEGORICAL
- name: gat
- trainer:
- hp_space:
- - maxValue: 300
- minValue: 10
- parameterName: max_epoch
- scalingType: LINEAR
- type: INTEGER
- - maxValue: 30
- minValue: 10
- parameterName: early_stopping_round
- scalingType: LINEAR
- type: INTEGER
- - maxValue: 0.1
- minValue: 0.0001
- parameterName: lr
- scalingType: LOG
- type: DOUBLE
- - maxValue: 0.005
- minValue: 5.0e-05
- parameterName: weight_decay
- scalingType: LOG
- type: DOUBLE
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