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06/11/2023, 3:23 PMKin Gtz. Olivares
06/12/2023, 3:38 PMManuel Chabier Escolá Pérez
06/12/2023, 5:23 PMstat_exog_list
and futr_exog_list
). However, when I read the AutoNBEATSx class (link) I do not see how or where these two parameters have to be indicated.
The same with AutoNHITS. I get the error TypeError: AutoNHITS.__init__() got an unexpected keyword argument 'futr_exog_list'.Kin Gtz. Olivares
06/12/2023, 5:35 PMconfig
, like this:
nbeatsx_config = {
"max_steps": 100, # Number of SGD steps
"input_size": 24, # Size of input window
"learning_rate": tune.loguniform(1e-5, 1e-1), # Initial Learning rate
"n_pool_kernel_size": tune.choice([[2, 2, 2], [16, 8, 1]]), # MaxPool's Kernelsize
"n_freq_downsample": tune.choice([[168, 24, 1], [24, 12, 1], [1, 1, 1]]), # Interpolation expressivity ratios
"stat_exog_list": tune.choice([['s1','s2'],['s1']]),
"futr_exog_list": tune.choice([['f1','f2'],['f1']]),
"val_check_steps": 50, # Compute validation every 50 steps
"random_seed": tune.randint(1, 10), # Random seed
}