ML-Purdue
/
aqacf-ml-main


  
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            {
  "sequence_length": 8,
  "in_channels": [
    "GEOSFPPM25",
    "PBLH"
  ],
  "out_channels": [
    "PM25"
  ],
  "batch_size": 16,
  "epochs": 10,
  "learning_rate": 1e-4,
  "model_params": {
    "num_kernels": 64,
    "kernel_size": [3, 3],
    "padding": [1, 1],
    "num_layers": 1,
    "activation": "tanh",
    "device": "cuda"
  },
  "train_date_range": ["2015-01-01", "2017-12-31"],
  "validation_date_range": ["2018-01-01", "2019-12-31"],
  "test_date_range": ["2020-01-01", "2022-12-31"]
}