I am trying to set hyperparameter for autogluon model as:
import autogluon.core as ag
nn_options = {
'num_epochs': 10,
'learning_rate': ag.space.Real(1e-4, 1e-2, default=5e-4, log=True),
'activation': ag.space.Categorical('relu', 'softrelu', 'tanh'),
'dropout_prob': ag.space.Real(0.0, 0.5, default=0.1),
}
gbm_options = {
'num_boost_round': 100,
'num_leaves': ag.space.Int(lower=26, upper=66, default=36),
}
But I am getting AttributeError autogluon.core has no attribute space.
autogluon.core.space
was moved toautogluon.common.space
.See release notes and autogluon.common.space documentation.