config_base.yml

out_dir: "../../../out/models"


seed: False #random seed for training False==No seed, otherwise specify the seed
num_replicates: 1


trn_offset: 1.0
tst_val_offset: 1.0

#Define early stopping criteria, setting this to False will turn off early stopping rounds
early_stopping: False

train_start_date:
  - '1980-10-01'
train_end_date:
  - '2014-10-01'
val_start_date:
  - '2014-10-01'
val_end_date:
  - '2015-10-01'
test_start_date:
  - '2015-10-01'
test_end_date:
  - '2022-10-01'

validation_sites: ["01472104", "01473500", "01481500"]
test_sites: ["01475530", "01475548"]


epochs: [100]
hidden_size: [10]

dropout: 0.2
recurrent_dropout: 0.2
finetune_learning_rate: 0.01