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demand-forecasting

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demand-forecasting / src /active_models.py

zhang qiao

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8cf4695 almost 3 years ago

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'''
'ceif_plus' : 2023 Sep. currently the model is under review, so not recommended to use this mode - by idsc
'''

active_models = {
    'intermittent':
        [
            'prophet_i',
            'ceif'
        ],
    'continuous':
        [
            'fft_i',
            # 'holt_winters',
            # 'auto_arima',
            'prophet',  # Original prophet
            'prophet_i',
        ]
}

idsc_models = [
    'prophet_i',
    'ceif',
    'fft_i',
    'holt_winters_i',
    'auto_arima_i'
]

	'''
	'ceif_plus' : 2023 Sep. currently the model is under review, so not recommended to use this mode - by idsc
	'''

	active_models = {
	'intermittent':
	[
	'prophet_i',
	'ceif'
	],
	'continuous':
	[
	'fft_i',
	# 'holt_winters',
	# 'auto_arima',
	'prophet', # Original prophet
	'prophet_i',
	]
	}

	idsc_models = [
	'prophet_i',
	'ceif',
	'fft_i',
	'holt_winters_i',
	'auto_arima_i'
	]