config.json

{
    "data_path"      : "./data/",
    "filename"       : "wtbdata_245days.csv",
    "location_path"  : "./data/sdwpf_baidukddcup2022_turb_location.CSV",
    "thresh_distance": 1000,
    "train_type"     : "each",
    "target"         : "Patv",
    "start_col"      : 3,
    "capacity"       : 134,
    "day_len"        : 144,
    "train_days"     : 200,
    "val_days"       : 20,
    "test_days"      : 25,
    "total_days"     : 245,
    "model_name"     : "GTCN",
    "input_size"     : 10,
    "hidden_size"    : 20,
    "output_len"     : 24,
    "input_len"      : 48,
    "num_layers"     : 1,
    "dropout"        : 0.1,
    "kernel_size"    : 3,
    "TCN_channels"   : [128, 256, 512, 256],
    "seg_len"        : 6,
    "nb_block"       : 2,
    "nb_chev_filter" : 64,
    "nb_time_filter" : 64,
    "time_strides"   : 1,
    "K"              : 3,
    "device"         : "cuda",
    "loss_fn"        : "huber",
    "batch_size"     : 32,
    "lr_rate"        : 0.0005,
    "max_epoch"      : 50,
    "patience"       : 5,
    "delta"          : 0.001,
    "lr_step_size"   : 5,
    "lr_gamma"       : 0.9,
    "p"              : 1,
    "d"              : 1,
    "q"              : 1
}